from glob import iglob
import pandas as pd
import pandas_profiling
%matplotlib inline
from matplotlib import pyplot as plt
import seaborn as sns
from pylab import rcParams
rcParams['figure.figsize'] = 8, 5
import numpy as np
%config InlineBackend.figure_format = 'svg'
Задача: 2. Выбрать датасет и провести его анализ
Выбрал данные.
Speed Dating Experiment What attributes influence the selection of a romantic partner?
Эксперимент по Быстрому Знакомству Какие атрибуты влияют на выбор романтического партнера?
https://www.kaggle.com/annavictoria/speed-dating-experiment/version/1
file_name = 'speed_dating_data.csv'
dating_data = pd.read_csv(file_name, index_col=0 ,sep=',', encoding = "ISO-8859-1", na_values='NaN')
dating_data.head(10)
| id | gender | idg | condtn | wave | round | position | positin1 | order | partner | ... | attr3_3 | sinc3_3 | intel3_3 | fun3_3 | amb3_3 | attr5_3 | sinc5_3 | intel5_3 | fun5_3 | amb5_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| iid | |||||||||||||||||||||
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 4 | 1 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 3 | 2 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 10 | 3 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 5 | 4 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 7 | 5 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 6 | 6 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 1 | 7 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 2 | 8 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 8 | 9 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 9 | 10 | ... | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
10 rows × 194 columns
print(dating_data.columns)
Index(['id', 'gender', 'idg', 'condtn', 'wave', 'round', 'position',
'positin1', 'order', 'partner',
...
'attr3_3', 'sinc3_3', 'intel3_3', 'fun3_3', 'amb3_3', 'attr5_3',
'sinc5_3', 'intel5_3', 'fun5_3', 'amb5_3'],
dtype='object', length=194)
pandas_profiling.ProfileReport(dating_data)
Dataset info
| Number of variables | 195 |
|---|---|
| Number of observations | 8378 |
| Total Missing (%) | 26.4% |
| Total size in memory | 12.5 MiB |
| Average record size in memory | 1.5 KiB |
Variables types
| Numeric | 178 |
|---|---|
| Categorical | 8 |
| Boolean | 6 |
| Date | 0 |
| Text (Unique) | 0 |
| Rejected | 3 |
| Unsupported | 0 |
Warnings
age has 95 / 1.1% missing values Missingage_o has 104 / 1.2% missing values Missingamb has 712 / 8.5% missing values Missingamb1_1 has 99 / 1.2% missing values Missingamb1_1 has 825 / 9.8% zeros Zerosamb1_2 has 915 / 10.9% missing values Missingamb1_2 has 894 / 10.7% zeros Zerosamb1_3 has 4404 / 52.6% missing values Missingamb1_3 has 428 / 5.1% zeros Zerosamb1_s has 4282 / 51.1% missing values Missingamb1_s has 166 / 2.0% zeros Zerosamb2_1 has 89 / 1.1% missing values Missingamb2_1 has 609 / 7.3% zeros Zerosamb2_2 has 2603 / 31.1% missing values Missingamb2_2 has 298 / 3.6% zeros Zerosamb2_3 has 5419 / 64.7% missing values Missingamb2_3 has 296 / 3.5% zeros Zerosamb3_1 has 105 / 1.3% missing values Missingamb3_2 has 915 / 10.9% missing values Missingamb3_3 has 4404 / 52.6% missing values Missingamb3_s has 4378 / 52.3% missing values Missingamb4_1 has 1889 / 22.5% missing values Missingamb4_1 has 563 / 6.7% zeros Zerosamb4_2 has 2603 / 31.1% missing values Missingamb4_2 has 467 / 5.6% zeros Zerosamb4_3 has 5419 / 64.7% missing values Missingamb4_3 has 290 / 3.5% zeros Zerosamb5_1 has 3472 / 41.4% missing values Missingamb5_2 has 4001 / 47.8% missing values Missingamb5_3 has 6362 / 75.9% missing values Missingamb7_2 has 6423 / 76.7% missing values Missingamb7_2 has 536 / 6.4% zeros Zerosamb7_3 has 6362 / 75.9% missing values Missingamb7_3 has 509 / 6.1% zeros Zerosamb_o has 722 / 8.6% missing values Missingattr has 202 / 2.4% missing values Missingattr1_2 has 933 / 11.1% missing values Missingattr1_3 has 4404 / 52.6% missing values Missingattr1_s has 4282 / 51.1% missing values Missingattr2_2 has 2603 / 31.1% missing values Missingattr2_3 has 5419 / 64.7% missing values Missingattr3_1 has 105 / 1.3% missing values Missingattr3_2 has 915 / 10.9% missing values Missingattr3_3 has 4404 / 52.6% missing values Missingattr3_s has 4378 / 52.3% missing values Missingattr4_1 has 1889 / 22.5% missing values Missingattr4_2 has 2603 / 31.1% missing values Missingattr4_3 has 5419 / 64.7% missing values Missingattr5_1 has 3472 / 41.4% missing values Missingattr5_2 has 4001 / 47.8% missing values Missingattr5_3 has 6362 / 75.9% missing values Missingattr7_2 has 6394 / 76.3% missing values Missingattr7_3 has 6362 / 75.9% missing values Missingattr_o has 212 / 2.5% missing values Missingcareer has 89 / 1.1% missing values Missingcareer has a high cardinality: 368 distinct values Warningcareer_c has 138 / 1.6% missing values Missingdate has 97 / 1.2% missing values Missingdate_3 has 4404 / 52.6% missing values Missingdate_3 has 2476 / 29.6% zeros Zerosexphappy has 101 / 1.2% missing values Missingexpnum has 6578 / 78.5% missing values Missingexpnum has 114 / 1.4% zeros Zerosfield has a high cardinality: 260 distinct values Warningfrom has a high cardinality: 270 distinct values Warningfun has 350 / 4.2% missing values Missingfun1_1 has 89 / 1.1% missing values Missingfun1_2 has 915 / 10.9% missing values Missingfun1_3 has 4404 / 52.6% missing values Missingfun1_s has 4282 / 51.1% missing values Missingfun2_2 has 2603 / 31.1% missing values Missingfun2_3 has 5419 / 64.7% missing values Missingfun3_1 has 105 / 1.3% missing values Missingfun3_2 has 915 / 10.9% missing values Missingfun3_3 has 4404 / 52.6% missing values Missingfun3_s has 4378 / 52.3% missing values Missingfun4_1 has 1889 / 22.5% missing values Missingfun4_2 has 2603 / 31.1% missing values Missingfun4_3 has 5419 / 64.7% missing values Missingfun5_1 has 3472 / 41.4% missing values Missingfun5_2 has 4001 / 47.8% missing values Missingfun5_3 has 6362 / 75.9% missing values Missingfun7_2 has 6394 / 76.3% missing values Missingfun7_3 has 6362 / 75.9% missing values Missingfun_o has 360 / 4.3% missing values Missingidg is highly correlated with id (ρ = 0.99803) Rejectedincome has 4099 / 48.9% missing values Missingincome has a high cardinality: 262 distinct values Warningint_corr has 158 / 1.9% missing values Missingintel has 296 / 3.5% missing values Missingintel1_2 has 915 / 10.9% missing values Missingintel1_2 has 151 / 1.8% zeros Zerosintel1_3 has 4404 / 52.6% missing values Missingintel1_s has 4282 / 51.1% missing values Missingintel2_1 has 254 / 3.0% zeros Zerosintel2_2 has 2603 / 31.1% missing values Missingintel2_3 has 5419 / 64.7% missing values Missingintel2_3 has 132 / 1.6% zeros Zerosintel3_1 has 105 / 1.3% missing values Missingintel3_2 has 915 / 10.9% missing values Missingintel3_3 has 4404 / 52.6% missing values Missingintel3_s has 4378 / 52.3% missing values Missingintel4_1 has 1889 / 22.5% missing values Missingintel4_1 has 125 / 1.5% zeros Zerosintel4_2 has 2603 / 31.1% missing values Missingintel4_2 has 98 / 1.2% zeros Zerosintel4_3 has 5419 / 64.7% missing values Missingintel4_3 has 93 / 1.1% zeros Zerosintel5_1 has 3472 / 41.4% missing values Missingintel5_2 has 4001 / 47.8% missing values Missingintel5_3 has 6362 / 75.9% missing values Missingintel7_2 has 6394 / 76.3% missing values Missingintel7_3 has 6362 / 75.9% missing values Missingintel7_3 has 85 / 1.0% zeros Zerosintel_o has 306 / 3.7% missing values Missinglength has 915 / 10.9% missing values Missinglike has 240 / 2.9% missing values Missinglike_o has 250 / 3.0% missing values Missingmatch_es has 1173 / 14.0% missing values Missingmatch_es has 616 / 7.4% zeros Zerosmet has 375 / 4.5% missing values Missingmet has 4047 / 48.3% zeros Zerosmet_o has 385 / 4.6% missing values Missingmn_sat has 5245 / 62.6% missing values Missingmn_sat has a high cardinality: 69 distinct values Warningnum_in_3 has 7710 / 92.0% missing values Missingnum_in_3 has 159 / 1.9% zeros Zerosnumdat_2 has 945 / 11.3% missing values Missingnumdat_3 has 6882 / 82.1% missing values Missingnumdat_3 has 293 / 3.5% zeros Zerospf_o_amb has 107 / 1.3% missing values Missingpf_o_amb has 825 / 9.8% zeros Zerospf_o_att has 89 / 1.1% missing values Missingpf_o_fun has 98 / 1.2% missing values Missingpf_o_int has 89 / 1.1% missing values Missingpf_o_sha has 129 / 1.5% missing values Missingpf_o_sha has 713 / 8.5% zeros Zerospf_o_sin has 89 / 1.1% missing values Missingpf_o_sin has 208 / 2.5% zeros Zerospid is highly correlated with wave (ρ = 0.99671) Rejectedpositin1 has 1846 / 22.0% missing values Missingprob has 309 / 3.7% missing values Missingprob_o has 318 / 3.8% missing values Missingsatis_2 has 915 / 10.9% missing values Missingshar has 1067 / 12.7% missing values Missingshar1_1 has 121 / 1.4% missing values Missingshar1_1 has 713 / 8.5% zeros Zerosshar1_2 has 915 / 10.9% missing values Missingshar1_2 has 528 / 6.3% zeros Zerosshar1_3 has 4404 / 52.6% missing values Missingshar1_3 has 261 / 3.1% zeros Zerosshar1_s has 4282 / 51.1% missing values Missingshar1_s has 129 / 1.5% zeros Zerosshar2_1 has 89 / 1.1% missing values Missingshar2_1 has 553 / 6.6% zeros Zerosshar2_2 has 2603 / 31.1% missing values Missingshar2_2 has 303 / 3.6% zeros Zerosshar2_3 has 6362 / 75.9% missing values Missingshar2_3 has 154 / 1.8% zeros Zerosshar4_1 has 1911 / 22.8% missing values Missingshar4_1 has 271 / 3.2% zeros Zerosshar4_2 has 2603 / 31.1% missing values Missingshar4_2 has 288 / 3.4% zeros Zerosshar4_3 has 5419 / 64.7% missing values Missingshar4_3 has 131 / 1.6% zeros Zerosshar7_2 has 6404 / 76.4% missing values Missingshar7_2 has 213 / 2.5% zeros Zerosshar7_3 has 6362 / 75.9% missing values Missingshar7_3 has 316 / 3.8% zeros Zerosshar_o has 1076 / 12.8% missing values Missingsinc has 277 / 3.3% missing values Missingsinc1_1 has 208 / 2.5% zeros Zerossinc1_2 has 915 / 10.9% missing values Missingsinc1_2 has 205 / 2.4% zeros Zerossinc1_3 has 4404 / 52.6% missing values Missingsinc1_3 has 145 / 1.7% zeros Zerossinc1_s has 4282 / 51.1% missing values Missingsinc1_s has 88 / 1.1% zeros Zerossinc2_1 has 430 / 5.1% zeros Zerossinc2_2 has 2603 / 31.1% missing values Missingsinc2_2 has 200 / 2.4% zeros Zerossinc2_3 has 5419 / 64.7% missing values Missingsinc2_3 has 196 / 2.3% zeros Zerossinc3_1 has 105 / 1.3% missing values Missingsinc3_2 has 915 / 10.9% missing values Missingsinc3_3 has 4404 / 52.6% missing values Missingsinc3_s has 4378 / 52.3% missing values Missingsinc4_1 has 1889 / 22.5% missing values Missingsinc4_1 has 363 / 4.3% zeros Zerossinc4_2 has 2603 / 31.1% missing values Missingsinc4_2 has 195 / 2.3% zeros Zerossinc4_3 has 5419 / 64.7% missing values Missingsinc4_3 has 138 / 1.6% zeros Zerossinc5_1 has 3472 / 41.4% missing values Missingsinc5_2 has 4001 / 47.8% missing values Missingsinc5_3 has 6362 / 75.9% missing values Missingsinc7_2 has 6423 / 76.7% missing values Missingsinc7_2 has 173 / 2.1% zeros Zerossinc7_3 has 6362 / 75.9% missing values Missingsinc7_3 has 183 / 2.2% zeros Zerossinc_o has 287 / 3.4% missing values Missingthem_cal has 4404 / 52.6% missing values Missingthem_cal has 1975 / 23.6% zeros Zerostuition has 4795 / 57.2% missing values Missingtuition has a high cardinality: 116 distinct values Warningundergra has 3464 / 41.3% missing values Missingundergra has a high cardinality: 242 distinct values Warningwave is highly correlated with iid (ρ = 0.99671) Rejectedyou_call has 4404 / 52.6% missing values Missingyou_call has 2430 / 29.0% zeros Zeroszipcode has 1064 / 12.7% missing values Missingzipcode has a high cardinality: 410 distinct values Warningage
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 1.1% |
| Missing (n) | 95 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.359 |
|---|---|
| Minimum | 18 |
| Maximum | 55 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 24 |
| Median | 26 |
| Q3 | 28 |
| 95-th percentile | 33 |
| Maximum | 55 |
| Range | 37 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 3.5668 |
|---|---|
| Coef of variation | 0.13532 |
| Kurtosis | 3.6322 |
| Mean | 26.359 |
| MAD | 2.7727 |
| Skewness | 1.0696 |
| Sum | 218330 |
| Variance | 12.722 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 27.0 | 1059 | 12.6% |
|
| 23.0 | 894 | 10.7% |
|
| 26.0 | 869 | 10.4% |
|
| 24.0 | 863 | 10.3% |
|
| 25.0 | 837 | 10.0% |
|
| 28.0 | 746 | 8.9% |
|
| 22.0 | 655 | 7.8% |
|
| 29.0 | 589 | 7.0% |
|
| 30.0 | 574 | 6.9% |
|
| 21.0 | 291 | 3.5% |
|
| Other values (14) | 906 | 10.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 18.0 | 10 | 0.1% |
|
| 19.0 | 20 | 0.2% |
|
| 20.0 | 55 | 0.7% |
|
| 21.0 | 291 | 3.5% |
|
| 22.0 | 655 | 7.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 37.0 | 5 | 0.1% |
|
| 38.0 | 19 | 0.2% |
|
| 39.0 | 18 | 0.2% |
|
| 42.0 | 20 | 0.2% |
|
| 55.0 | 6 | 0.1% |
|
age_o
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 1.2% |
| Missing (n) | 104 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.365 |
|---|---|
| Minimum | 18 |
| Maximum | 55 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 24 |
| Median | 26 |
| Q3 | 28 |
| 95-th percentile | 33 |
| Maximum | 55 |
| Range | 37 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 3.5636 |
|---|---|
| Coef of variation | 0.13517 |
| Kurtosis | 3.6459 |
| Mean | 26.365 |
| MAD | 2.7701 |
| Skewness | 1.0735 |
| Sum | 218140 |
| Variance | 12.7 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 27.0 | 1059 | 12.6% |
|
| 23.0 | 894 | 10.7% |
|
| 26.0 | 869 | 10.4% |
|
| 24.0 | 863 | 10.3% |
|
| 25.0 | 837 | 10.0% |
|
| 28.0 | 746 | 8.9% |
|
| 22.0 | 651 | 7.8% |
|
| 29.0 | 589 | 7.0% |
|
| 30.0 | 574 | 6.9% |
|
| 21.0 | 289 | 3.4% |
|
| Other values (14) | 903 | 10.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 18.0 | 9 | 0.1% |
|
| 19.0 | 19 | 0.2% |
|
| 20.0 | 54 | 0.6% |
|
| 21.0 | 289 | 3.4% |
|
| 22.0 | 651 | 7.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 37.0 | 5 | 0.1% |
|
| 38.0 | 19 | 0.2% |
|
| 39.0 | 18 | 0.2% |
|
| 42.0 | 20 | 0.2% |
|
| 55.0 | 6 | 0.1% |
|
amb
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 8.5% |
| Missing (n) | 712 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.7775 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7941 |
|---|---|
| Coef of variation | 0.26471 |
| Kurtosis | 0.16967 |
| Mean | 6.7775 |
| MAD | 1.4324 |
| Skewness | -0.39401 |
| Sum | 51956 |
| Variance | 3.2186 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1681 | 20.1% |
|
| 8.0 | 1509 | 18.0% |
|
| 6.0 | 1425 | 17.0% |
|
| 5.0 | 1106 | 13.2% |
|
| 9.0 | 788 | 9.4% |
|
| 10.0 | 470 | 5.6% |
|
| 4.0 | 361 | 4.3% |
|
| 3.0 | 173 | 2.1% |
|
| 2.0 | 101 | 1.2% |
|
| 1.0 | 42 | 0.5% |
|
| Other values (5) | 10 | 0.1% |
|
| (Missing) | 712 | 8.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5 | 0.1% |
|
| 1.0 | 42 | 0.5% |
|
| 2.0 | 101 | 1.2% |
|
| 3.0 | 173 | 2.1% |
|
| 4.0 | 361 | 4.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 1509 | 18.0% |
|
| 8.5 | 1 | 0.0% |
|
| 9.0 | 788 | 9.4% |
|
| 9.5 | 1 | 0.0% |
|
| 10.0 | 470 | 5.6% |
|
amb1_1
Numeric
| Distinct count | 83 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 1.2% |
| Missing (n) | 99 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.683 |
|---|---|
| Minimum | 0 |
| Maximum | 53 |
| Zeros (%) | 9.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 53 |
| Range | 53 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.1249 |
|---|---|
| Coef of variation | 0.57336 |
| Kurtosis | 1.8563 |
| Mean | 10.683 |
| MAD | 4.8896 |
| Skewness | 0.25323 |
| Sum | 88441 |
| Variance | 37.514 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 2009 | 24.0% |
|
| 15.0 | 1182 | 14.1% |
|
| 5.0 | 1159 | 13.8% |
|
| 0.0 | 825 | 9.8% |
|
| 20.0 | 515 | 6.1% |
|
| 16.0 | 169 | 2.0% |
|
| 18.0 | 147 | 1.8% |
|
| 14.0 | 136 | 1.6% |
|
| 8.0 | 117 | 1.4% |
|
| 12.0 | 93 | 1.1% |
|
| Other values (72) | 1927 | 23.0% |
|
| (Missing) | 99 | 1.2% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 825 | 9.8% |
|
| 1.0 | 46 | 0.5% |
|
| 2.0 | 63 | 0.8% |
|
| 2.33 | 20 | 0.2% |
|
| 2.38 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.41 | 10 | 0.1% |
|
| 20.59 | 20 | 0.2% |
|
| 25.0 | 37 | 0.4% |
|
| 30.0 | 18 | 0.2% |
|
| 53.0 | 10 | 0.1% |
|
amb1_2
Numeric
| Distinct count | 74 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.9134 |
|---|---|
| Minimum | 0 |
| Maximum | 22.22 |
| Zeros (%) | 10.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 22.22 |
| Range | 22.22 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 5.6756 |
|---|---|
| Coef of variation | 0.57251 |
| Kurtosis | -0.74274 |
| Mean | 9.9134 |
| MAD | 4.3952 |
| Skewness | -0.14682 |
| Sum | 73984 |
| Variance | 32.212 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 2249 | 26.8% |
|
| 5.0 | 1114 | 13.3% |
|
| 0.0 | 894 | 10.7% |
|
| 15.0 | 776 | 9.3% |
|
| 20.0 | 429 | 5.1% |
|
| 16.67 | 160 | 1.9% |
|
| 16.0 | 110 | 1.3% |
|
| 14.29 | 82 | 1.0% |
|
| 11.11 | 66 | 0.8% |
|
| 12.5 | 60 | 0.7% |
|
| Other values (63) | 1523 | 18.2% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 894 | 10.7% |
|
| 1.0 | 30 | 0.4% |
|
| 2.0 | 29 | 0.3% |
|
| 2.5 | 20 | 0.2% |
|
| 2.56 | 10 | 0.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18.6 | 16 | 0.2% |
|
| 18.75 | 26 | 0.3% |
|
| 18.87 | 10 | 0.1% |
|
| 20.0 | 429 | 5.1% |
|
| 22.22 | 20 | 0.2% |
|
amb1_3
Numeric
| Distinct count | 57 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.898 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 5.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 5.9007 |
|---|---|
| Coef of variation | 0.54144 |
| Kurtosis | -0.66438 |
| Mean | 10.898 |
| MAD | 4.8758 |
| Skewness | -0.28292 |
| Sum | 43309 |
| Variance | 34.818 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 967 | 11.5% |
|
| 15.0 | 605 | 7.2% |
|
| 5.0 | 590 | 7.0% |
|
| 0.0 | 428 | 5.1% |
|
| 20.0 | 218 | 2.6% |
|
| 16.67 | 86 | 1.0% |
|
| 17.0 | 69 | 0.8% |
|
| 17.39 | 66 | 0.8% |
|
| 18.37 | 50 | 0.6% |
|
| 15.69 | 40 | 0.5% |
|
| Other values (46) | 855 | 10.2% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 428 | 5.1% |
|
| 2.0 | 9 | 0.1% |
|
| 3.0 | 24 | 0.3% |
|
| 4.0 | 21 | 0.3% |
|
| 5.0 | 590 | 7.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.23 | 10 | 0.1% |
|
| 19.57 | 20 | 0.2% |
|
| 20.0 | 218 | 2.6% |
|
| 22.5 | 20 | 0.2% |
|
| 30.0 | 8 | 0.1% |
|
amb1_s
Numeric
| Distinct count | 77 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 51.1% |
| Missing (n) | 4282 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.145 |
|---|---|
| Minimum | 0 |
| Maximum | 23.81 |
| Zeros (%) | 2.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 7 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 23.81 |
| Range | 23.81 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 5.514 |
|---|---|
| Coef of variation | 0.49477 |
| Kurtosis | -0.77734 |
| Mean | 11.145 |
| MAD | 4.6241 |
| Skewness | -0.1227 |
| Sum | 45648 |
| Variance | 30.404 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 718 | 8.6% |
|
| 5.0 | 457 | 5.5% |
|
| 15.0 | 341 | 4.1% |
|
| 20.0 | 233 | 2.8% |
|
| 0.0 | 166 | 2.0% |
|
| 7.0 | 139 | 1.7% |
|
| 8.0 | 124 | 1.5% |
|
| 6.0 | 100 | 1.2% |
|
| 16.67 | 87 | 1.0% |
|
| 14.0 | 85 | 1.0% |
|
| Other values (66) | 1646 | 19.6% |
|
| (Missing) | 4282 | 51.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 166 | 2.0% |
|
| 0.5 | 9 | 0.1% |
|
| 1.0 | 57 | 0.7% |
|
| 2.0 | 46 | 0.5% |
|
| 2.38 | 5 | 0.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.44 | 16 | 0.2% |
|
| 19.61 | 40 | 0.5% |
|
| 20.0 | 233 | 2.8% |
|
| 21.95 | 20 | 0.2% |
|
| 23.81 | 20 | 0.2% |
|
amb2_1
Numeric
| Distinct count | 78 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 1.1% |
| Missing (n) | 89 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.744 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 7.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 24.14 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 6.8865 |
|---|---|
| Coef of variation | 0.58636 |
| Kurtosis | 2.0206 |
| Mean | 11.744 |
| MAD | 5.3878 |
| Skewness | 0.68406 |
| Sum | 97350 |
| Variance | 47.424 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 2264 | 27.0% |
|
| 5.0 | 1236 | 14.8% |
|
| 15.0 | 936 | 11.2% |
|
| 20.0 | 712 | 8.5% |
|
| 0.0 | 609 | 7.3% |
|
| 25.0 | 214 | 2.6% |
|
| 30.0 | 166 | 2.0% |
|
| 14.29 | 124 | 1.5% |
|
| 13.0 | 119 | 1.4% |
|
| 16.0 | 113 | 1.3% |
|
| Other values (67) | 1796 | 21.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 609 | 7.3% |
|
| 1.0 | 82 | 1.0% |
|
| 2.0 | 63 | 0.8% |
|
| 2.78 | 20 | 0.2% |
|
| 3.0 | 18 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24.14 | 20 | 0.2% |
|
| 25.0 | 214 | 2.6% |
|
| 30.0 | 166 | 2.0% |
|
| 35.0 | 6 | 0.1% |
|
| 50.0 | 21 | 0.3% |
|
amb2_2
Numeric
| Distinct count | 77 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.91 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 3.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| Median | 10 |
| Q3 | 15.09 |
| 95-th percentile | 20 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 5.09 |
Descriptive statistics
| Standard deviation | 6.3133 |
|---|---|
| Coef of variation | 0.53009 |
| Kurtosis | 5.0934 |
| Mean | 11.91 |
| MAD | 4.833 |
| Skewness | 1.0022 |
| Sum | 68779 |
| Variance | 39.858 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1593 | 19.0% |
|
| 5.0 | 777 | 9.3% |
|
| 15.0 | 697 | 8.3% |
|
| 20.0 | 391 | 4.7% |
|
| 0.0 | 298 | 3.6% |
|
| 16.67 | 144 | 1.7% |
|
| 15.91 | 86 | 1.0% |
|
| 3.0 | 82 | 1.0% |
|
| 13.95 | 62 | 0.7% |
|
| 14.89 | 56 | 0.7% |
|
| Other values (66) | 1589 | 19.0% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 298 | 3.6% |
|
| 1.0 | 18 | 0.2% |
|
| 2.0 | 14 | 0.2% |
|
| 3.0 | 82 | 1.0% |
|
| 4.35 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.22 | 20 | 0.2% |
|
| 25.0 | 35 | 0.4% |
|
| 30.0 | 42 | 0.5% |
|
| 40.0 | 20 | 0.2% |
|
| 50.0 | 21 | 0.3% |
|
amb2_3
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.5262 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 3.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| Median | 10 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 6.4031 |
|---|---|
| Coef of variation | 0.67216 |
| Kurtosis | 10.304 |
| Mean | 9.5262 |
| MAD | 4.1544 |
| Skewness | 2.0785 |
| Sum | 28188 |
| Variance | 41 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 878 | 10.5% |
|
| 15.0 | 314 | 3.7% |
|
| 0.0 | 296 | 3.5% |
|
| 5.0 | 275 | 3.3% |
|
| 7.0 | 251 | 3.0% |
|
| 8.0 | 214 | 2.6% |
|
| 20.0 | 208 | 2.5% |
|
| 9.0 | 190 | 2.3% |
|
| 6.0 | 136 | 1.6% |
|
| 4.0 | 59 | 0.7% |
|
| Other values (7) | 138 | 1.6% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 296 | 3.5% |
|
| 2.0 | 20 | 0.2% |
|
| 3.0 | 10 | 0.1% |
|
| 4.0 | 59 | 0.7% |
|
| 5.0 | 275 | 3.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15.0 | 314 | 3.7% |
|
| 20.0 | 208 | 2.5% |
|
| 25.0 | 42 | 0.5% |
|
| 30.0 | 10 | 0.1% |
|
| 50.0 | 21 | 0.3% |
|
amb3_1
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 1.3% |
| Missing (n) | 105 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.5784 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7783 |
|---|---|
| Coef of variation | 0.23466 |
| Kurtosis | 0.37491 |
| Mean | 7.5784 |
| MAD | 1.417 |
| Skewness | -0.77733 |
| Sum | 62696 |
| Variance | 3.1624 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2028 | 24.2% |
|
| 7.0 | 1662 | 19.8% |
|
| 9.0 | 1612 | 19.2% |
|
| 10.0 | 1121 | 13.4% |
|
| 6.0 | 717 | 8.6% |
|
| 5.0 | 629 | 7.5% |
|
| 4.0 | 257 | 3.1% |
|
| 3.0 | 151 | 1.8% |
|
| 2.0 | 96 | 1.1% |
|
| (Missing) | 105 | 1.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 96 | 1.1% |
|
| 3.0 | 151 | 1.8% |
|
| 4.0 | 257 | 3.1% |
|
| 5.0 | 629 | 7.5% |
|
| 6.0 | 717 | 8.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 717 | 8.6% |
|
| 7.0 | 1662 | 19.8% |
|
| 8.0 | 2028 | 24.2% |
|
| 9.0 | 1612 | 19.2% |
|
| 10.0 | 1121 | 13.4% |
|
amb3_2
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.4868 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7446 |
|---|---|
| Coef of variation | 0.23303 |
| Kurtosis | 0.73827 |
| Mean | 7.4868 |
| MAD | 1.377 |
| Skewness | -0.85351 |
| Sum | 55874 |
| Variance | 3.0437 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1847 | 22.0% |
|
| 7.0 | 1590 | 19.0% |
|
| 9.0 | 1497 | 17.9% |
|
| 6.0 | 890 | 10.6% |
|
| 10.0 | 766 | 9.1% |
|
| 5.0 | 396 | 4.7% |
|
| 4.0 | 201 | 2.4% |
|
| 3.0 | 159 | 1.9% |
|
| 2.0 | 117 | 1.4% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 117 | 1.4% |
|
| 3.0 | 159 | 1.9% |
|
| 4.0 | 201 | 2.4% |
|
| 5.0 | 396 | 4.7% |
|
| 6.0 | 890 | 10.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 890 | 10.6% |
|
| 7.0 | 1590 | 19.0% |
|
| 8.0 | 1847 | 22.0% |
|
| 9.0 | 1497 | 17.9% |
|
| 10.0 | 766 | 9.1% |
|
amb3_3
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.3915 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.9614 |
|---|---|
| Coef of variation | 0.26536 |
| Kurtosis | 0.48199 |
| Mean | 7.3915 |
| MAD | 1.5269 |
| Skewness | -0.2935 |
| Sum | 29374 |
| Variance | 3.8472 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 870 | 10.4% |
|
| 8.0 | 862 | 10.3% |
|
| 9.0 | 839 | 10.0% |
|
| 6.0 | 422 | 5.0% |
|
| 5.0 | 299 | 3.6% |
|
| 4.0 | 207 | 2.5% |
|
| 10.0 | 185 | 2.2% |
|
| 12.0 | 147 | 1.8% |
|
| 3.0 | 91 | 1.1% |
|
| 2.0 | 43 | 0.5% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9 | 0.1% |
|
| 2.0 | 43 | 0.5% |
|
| 3.0 | 91 | 1.1% |
|
| 4.0 | 207 | 2.5% |
|
| 5.0 | 299 | 3.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 870 | 10.4% |
|
| 8.0 | 862 | 10.3% |
|
| 9.0 | 839 | 10.0% |
|
| 10.0 | 185 | 2.2% |
|
| 12.0 | 147 | 1.8% |
|
amb3_s
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.3% |
| Missing (n) | 4378 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.5892 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7931 |
|---|---|
| Coef of variation | 0.23627 |
| Kurtosis | -0.14016 |
| Mean | 7.5892 |
| MAD | 1.4709 |
| Skewness | -0.70191 |
| Sum | 30357 |
| Variance | 3.2153 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 9.0 | 984 | 11.7% |
|
| 8.0 | 842 | 10.1% |
|
| 7.0 | 710 | 8.5% |
|
| 10.0 | 501 | 6.0% |
|
| 6.0 | 353 | 4.2% |
|
| 5.0 | 338 | 4.0% |
|
| 4.0 | 176 | 2.1% |
|
| 3.0 | 81 | 1.0% |
|
| 2.0 | 15 | 0.2% |
|
| (Missing) | 4378 | 52.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 15 | 0.2% |
|
| 3.0 | 81 | 1.0% |
|
| 4.0 | 176 | 2.1% |
|
| 5.0 | 338 | 4.0% |
|
| 6.0 | 353 | 4.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 353 | 4.2% |
|
| 7.0 | 710 | 8.5% |
|
| 8.0 | 842 | 10.1% |
|
| 9.0 | 984 | 11.7% |
|
| 10.0 | 501 | 6.0% |
|
amb4_1
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 22.5% |
| Missing (n) | 1889 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.7801 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 6.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.9984 |
|---|---|
| Coef of variation | 0.71558 |
| Kurtosis | 5.3551 |
| Mean | 9.7801 |
| MAD | 4.9395 |
| Skewness | 1.5592 |
| Sum | 63463 |
| Variance | 48.978 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1663 | 19.8% |
|
| 5.0 | 1004 | 12.0% |
|
| 15.0 | 748 | 8.9% |
|
| 0.0 | 563 | 6.7% |
|
| 20.0 | 466 | 5.6% |
|
| 7.0 | 294 | 3.5% |
|
| 8.0 | 282 | 3.4% |
|
| 6.0 | 253 | 3.0% |
|
| 9.0 | 207 | 2.5% |
|
| 3.0 | 128 | 1.5% |
|
| Other values (15) | 881 | 10.5% |
|
| (Missing) | 1889 | 22.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 563 | 6.7% |
|
| 1.0 | 122 | 1.5% |
|
| 2.0 | 103 | 1.2% |
|
| 3.0 | 128 | 1.5% |
|
| 4.0 | 94 | 1.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.0 | 108 | 1.3% |
|
| 27.0 | 20 | 0.2% |
|
| 30.0 | 84 | 1.0% |
|
| 33.0 | 21 | 0.3% |
|
| 50.0 | 34 | 0.4% |
|
amb4_2
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.3425 |
|---|---|
| Minimum | 0 |
| Maximum | 35 |
| Zeros (%) | 5.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 5.8563 |
|---|---|
| Coef of variation | 0.62685 |
| Kurtosis | 1.919 |
| Mean | 9.3425 |
| MAD | 4.2411 |
| Skewness | 0.98404 |
| Sum | 53953 |
| Variance | 34.297 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1763 | 21.0% |
|
| 5.0 | 862 | 10.3% |
|
| 15.0 | 543 | 6.5% |
|
| 0.0 | 467 | 5.6% |
|
| 20.0 | 355 | 4.2% |
|
| 7.0 | 344 | 4.1% |
|
| 6.0 | 246 | 2.9% |
|
| 9.0 | 236 | 2.8% |
|
| 8.0 | 202 | 2.4% |
|
| 3.0 | 124 | 1.5% |
|
| Other values (14) | 633 | 7.6% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 467 | 5.6% |
|
| 1.0 | 20 | 0.2% |
|
| 2.0 | 77 | 0.9% |
|
| 3.0 | 124 | 1.5% |
|
| 4.0 | 120 | 1.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 355 | 4.2% |
|
| 25.0 | 30 | 0.4% |
|
| 27.0 | 21 | 0.3% |
|
| 30.0 | 63 | 0.8% |
|
| 35.0 | 18 | 0.2% |
|
amb4_3
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.2075 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 3.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 9 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 6.3859 |
|---|---|
| Coef of variation | 0.69355 |
| Kurtosis | 3.9581 |
| Mean | 9.2075 |
| MAD | 4.4425 |
| Skewness | 1.4666 |
| Sum | 27245 |
| Variance | 40.779 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 773 | 9.2% |
|
| 5.0 | 446 | 5.3% |
|
| 0.0 | 290 | 3.5% |
|
| 15.0 | 272 | 3.2% |
|
| 7.0 | 216 | 2.6% |
|
| 8.0 | 201 | 2.4% |
|
| 20.0 | 164 | 2.0% |
|
| 6.0 | 161 | 1.9% |
|
| 9.0 | 144 | 1.7% |
|
| 30.0 | 57 | 0.7% |
|
| Other values (10) | 235 | 2.8% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 290 | 3.5% |
|
| 1.0 | 20 | 0.2% |
|
| 2.0 | 20 | 0.2% |
|
| 3.0 | 56 | 0.7% |
|
| 4.0 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18.0 | 18 | 0.2% |
|
| 20.0 | 164 | 2.0% |
|
| 25.0 | 19 | 0.2% |
|
| 30.0 | 57 | 0.7% |
|
| 40.0 | 19 | 0.2% |
|
amb5_1
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 41.4% |
| Missing (n) | 3472 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.6176 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7731 |
|---|---|
| Coef of variation | 0.23276 |
| Kurtosis | 0.56449 |
| Mean | 7.6176 |
| MAD | 1.4389 |
| Skewness | -0.7619 |
| Sum | 37372 |
| Variance | 3.1439 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 9.0 | 1086 | 13.0% |
|
| 7.0 | 1044 | 12.5% |
|
| 8.0 | 912 | 10.9% |
|
| 10.0 | 705 | 8.4% |
|
| 6.0 | 599 | 7.1% |
|
| 5.0 | 312 | 3.7% |
|
| 4.0 | 130 | 1.6% |
|
| 2.0 | 54 | 0.6% |
|
| 3.0 | 49 | 0.6% |
|
| 1.0 | 15 | 0.2% |
|
| (Missing) | 3472 | 41.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 15 | 0.2% |
|
| 2.0 | 54 | 0.6% |
|
| 3.0 | 49 | 0.6% |
|
| 4.0 | 130 | 1.6% |
|
| 5.0 | 312 | 3.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 599 | 7.1% |
|
| 7.0 | 1044 | 12.5% |
|
| 8.0 | 912 | 10.9% |
|
| 9.0 | 1086 | 13.0% |
|
| 10.0 | 705 | 8.4% |
|
amb5_2
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 47.8% |
| Missing (n) | 4001 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.3322 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.5219 |
|---|---|
| Coef of variation | 0.20756 |
| Kurtosis | 0.20919 |
| Mean | 7.3322 |
| MAD | 1.2272 |
| Skewness | -0.36886 |
| Sum | 32093 |
| Variance | 2.316 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1147 | 13.7% |
|
| 8.0 | 1027 | 12.3% |
|
| 6.0 | 708 | 8.5% |
|
| 9.0 | 676 | 8.1% |
|
| 5.0 | 344 | 4.1% |
|
| 10.0 | 327 | 3.9% |
|
| 4.0 | 115 | 1.4% |
|
| 2.0 | 33 | 0.4% |
|
| (Missing) | 4001 | 47.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 33 | 0.4% |
|
| 4.0 | 115 | 1.4% |
|
| 5.0 | 344 | 4.1% |
|
| 6.0 | 708 | 8.5% |
|
| 7.0 | 1147 | 13.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 708 | 8.5% |
|
| 7.0 | 1147 | 13.7% |
|
| 8.0 | 1027 | 12.3% |
|
| 9.0 | 676 | 8.1% |
|
| 10.0 | 327 | 3.9% |
|
amb5_3
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.0486 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.718 |
|---|---|
| Coef of variation | 0.24373 |
| Kurtosis | 1.1962 |
| Mean | 7.0486 |
| MAD | 1.2533 |
| Skewness | -0.722 |
| Sum | 14210 |
| Variance | 2.9515 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 610 | 7.3% |
|
| 8.0 | 384 | 4.6% |
|
| 6.0 | 328 | 3.9% |
|
| 9.0 | 259 | 3.1% |
|
| 5.0 | 161 | 1.9% |
|
| 10.0 | 133 | 1.6% |
|
| 4.0 | 85 | 1.0% |
|
| 2.0 | 38 | 0.5% |
|
| 1.0 | 18 | 0.2% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 18 | 0.2% |
|
| 2.0 | 38 | 0.5% |
|
| 4.0 | 85 | 1.0% |
|
| 5.0 | 161 | 1.9% |
|
| 6.0 | 328 | 3.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 328 | 3.9% |
|
| 7.0 | 610 | 7.3% |
|
| 8.0 | 384 | 4.6% |
|
| 9.0 | 259 | 3.1% |
|
| 10.0 | 133 | 1.6% |
|
amb7_2
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 76.7% |
| Missing (n) | 6423 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.287 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros (%) | 6.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 5 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.1252 |
|---|---|
| Coef of variation | 0.84057 |
| Kurtosis | -0.78692 |
| Mean | 7.287 |
| MAD | 5.2725 |
| Skewness | 0.44742 |
| Sum | 14246 |
| Variance | 37.518 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 536 | 6.4% |
|
| 5.0 | 527 | 6.3% |
|
| 10.0 | 442 | 5.3% |
|
| 15.0 | 169 | 2.0% |
|
| 20.0 | 134 | 1.6% |
|
| 14.0 | 56 | 0.7% |
|
| 12.0 | 37 | 0.4% |
|
| 16.0 | 30 | 0.4% |
|
| 17.0 | 14 | 0.2% |
|
| 3.0 | 10 | 0.1% |
|
| (Missing) | 6423 | 76.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 536 | 6.4% |
|
| 3.0 | 10 | 0.1% |
|
| 5.0 | 527 | 6.3% |
|
| 10.0 | 442 | 5.3% |
|
| 12.0 | 37 | 0.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.0 | 56 | 0.7% |
|
| 15.0 | 169 | 2.0% |
|
| 16.0 | 30 | 0.4% |
|
| 17.0 | 14 | 0.2% |
|
| 20.0 | 134 | 1.6% |
|
amb7_3
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.8239 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 6.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 10 |
| Q3 | 10 |
| 95-th percentile | 20 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.1005 |
|---|---|
| Coef of variation | 0.77973 |
| Kurtosis | -0.41762 |
| Mean | 7.8239 |
| MAD | 5.2076 |
| Skewness | 0.33373 |
| Sum | 15773 |
| Variance | 37.216 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 590 | 7.0% |
|
| 0.0 | 509 | 6.1% |
|
| 5.0 | 385 | 4.6% |
|
| 15.0 | 309 | 3.7% |
|
| 20.0 | 93 | 1.1% |
|
| 3.0 | 24 | 0.3% |
|
| 17.0 | 21 | 0.3% |
|
| 14.0 | 21 | 0.3% |
|
| 9.0 | 18 | 0.2% |
|
| 13.0 | 14 | 0.2% |
|
| Other values (3) | 32 | 0.4% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 509 | 6.1% |
|
| 2.0 | 9 | 0.1% |
|
| 3.0 | 24 | 0.3% |
|
| 5.0 | 385 | 4.6% |
|
| 7.0 | 14 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.0 | 21 | 0.3% |
|
| 15.0 | 309 | 3.7% |
|
| 17.0 | 21 | 0.3% |
|
| 20.0 | 93 | 1.1% |
|
| 30.0 | 9 | 0.1% |
|
amb_o
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 8.6% |
| Missing (n) | 722 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.7784 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7941 |
|---|---|
| Coef of variation | 0.26468 |
| Kurtosis | 0.17125 |
| Mean | 6.7784 |
| MAD | 1.4322 |
| Skewness | -0.39439 |
| Sum | 51896 |
| Variance | 3.2187 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1679 | 20.0% |
|
| 8.0 | 1506 | 18.0% |
|
| 6.0 | 1425 | 17.0% |
|
| 5.0 | 1102 | 13.2% |
|
| 9.0 | 788 | 9.4% |
|
| 10.0 | 470 | 5.6% |
|
| 4.0 | 361 | 4.3% |
|
| 3.0 | 172 | 2.1% |
|
| 2.0 | 101 | 1.2% |
|
| 1.0 | 42 | 0.5% |
|
| Other values (5) | 10 | 0.1% |
|
| (Missing) | 722 | 8.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5 | 0.1% |
|
| 1.0 | 42 | 0.5% |
|
| 2.0 | 101 | 1.2% |
|
| 3.0 | 172 | 2.1% |
|
| 4.0 | 361 | 4.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 1506 | 18.0% |
|
| 8.5 | 1 | 0.0% |
|
| 9.0 | 788 | 9.4% |
|
| 9.5 | 1 | 0.0% |
|
| 10.0 | 470 | 5.6% |
|
art
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.7145 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.2634 |
|---|---|
| Coef of variation | 0.33709 |
| Kurtosis | -0.51058 |
| Mean | 6.7145 |
| MAD | 1.8739 |
| Skewness | -0.4761 |
| Sum | 55724 |
| Variance | 5.123 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1750 | 20.9% |
|
| 7.0 | 1350 | 16.1% |
|
| 5.0 | 1001 | 11.9% |
|
| 10.0 | 956 | 11.4% |
|
| 6.0 | 894 | 10.7% |
|
| 9.0 | 875 | 10.4% |
|
| 3.0 | 618 | 7.4% |
|
| 4.0 | 517 | 6.2% |
|
| 2.0 | 228 | 2.7% |
|
| 1.0 | 92 | 1.1% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 18 | 0.2% |
|
| 1.0 | 92 | 1.1% |
|
| 2.0 | 228 | 2.7% |
|
| 3.0 | 618 | 7.4% |
|
| 4.0 | 517 | 6.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 894 | 10.7% |
|
| 7.0 | 1350 | 16.1% |
|
| 8.0 | 1750 | 20.9% |
|
| 9.0 | 875 | 10.4% |
|
| 10.0 | 956 | 11.4% |
|
attr
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 2.4% |
| Missing (n) | 202 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.19 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.9502 |
|---|---|
| Coef of variation | 0.31505 |
| Kurtosis | -0.099109 |
| Mean | 6.19 |
| MAD | 1.5507 |
| Skewness | -0.32095 |
| Sum | 50609 |
| Variance | 3.8032 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 6.0 | 1658 | 19.8% |
|
| 7.0 | 1646 | 19.6% |
|
| 5.0 | 1260 | 15.0% |
|
| 8.0 | 1231 | 14.7% |
|
| 4.0 | 749 | 8.9% |
|
| 9.0 | 540 | 6.4% |
|
| 3.0 | 390 | 4.7% |
|
| 10.0 | 325 | 3.9% |
|
| 2.0 | 244 | 2.9% |
|
| 1.0 | 109 | 1.3% |
|
| Other values (7) | 24 | 0.3% |
|
| (Missing) | 202 | 2.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% |
|
| 1.0 | 109 | 1.3% |
|
| 2.0 | 244 | 2.9% |
|
| 3.0 | 390 | 4.7% |
|
| 3.5 | 1 | 0.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.5 | 1 | 0.0% |
|
| 9.0 | 540 | 6.4% |
|
| 9.5 | 3 | 0.0% |
|
| 9.9 | 1 | 0.0% |
|
| 10.0 | 325 | 3.9% |
|
attr1_1
Numeric
| Distinct count | 95 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 22.515 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| Median | 20 |
| Q3 | 25 |
| 95-th percentile | 50 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 12.588 |
|---|---|
| Coef of variation | 0.55909 |
| Kurtosis | 6.9827 |
| Mean | 22.515 |
| MAD | 8.7399 |
| Skewness | 2.1736 |
| Sum | 186850 |
| Variance | 158.45 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 1671 | 19.9% |
|
| 15.0 | 868 | 10.4% |
|
| 25.0 | 821 | 9.8% |
|
| 10.0 | 807 | 9.6% |
|
| 30.0 | 679 | 8.1% |
|
| 40.0 | 360 | 4.3% |
|
| 50.0 | 301 | 3.6% |
|
| 35.0 | 212 | 2.5% |
|
| 16.0 | 158 | 1.9% |
|
| 15.38 | 136 | 1.6% |
|
| Other values (84) | 2286 | 27.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 21 | 0.3% |
|
| 2.0 | 9 | 0.1% |
|
| 5.0 | 60 | 0.7% |
|
| 6.67 | 19 | 0.2% |
|
| 7.0 | 21 | 0.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 75.0 | 38 | 0.5% |
|
| 80.0 | 10 | 0.1% |
|
| 90.0 | 9 | 0.1% |
|
| 95.0 | 18 | 0.2% |
|
| 100.0 | 10 | 0.1% |
|
attr1_2
Numeric
| Distinct count | 78 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 11.1% |
| Missing (n) | 933 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.217 |
|---|---|
| Minimum | 5 |
| Maximum | 85 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 16.67 |
| Median | 20 |
| Q3 | 30 |
| 95-th percentile | 60 |
| Maximum | 85 |
| Range | 80 |
| Interquartile range | 13.33 |
Descriptive statistics
| Standard deviation | 14.389 |
|---|---|
| Coef of variation | 0.54883 |
| Kurtosis | 2.755 |
| Mean | 26.217 |
| MAD | 10.687 |
| Skewness | 1.6573 |
| Sum | 195190 |
| Variance | 207.03 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 1454 | 17.4% |
|
| 30.0 | 1002 | 12.0% |
|
| 25.0 | 669 | 8.0% |
|
| 15.0 | 533 | 6.4% |
|
| 40.0 | 451 | 5.4% |
|
| 10.0 | 443 | 5.3% |
|
| 50.0 | 425 | 5.1% |
|
| 35.0 | 171 | 2.0% |
|
| 60.0 | 163 | 1.9% |
|
| 16.0 | 116 | 1.4% |
|
| Other values (67) | 2018 | 24.1% |
|
| (Missing) | 933 | 11.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 22 | 0.3% |
|
| 9.0 | 14 | 0.2% |
|
| 10.0 | 443 | 5.3% |
|
| 10.26 | 10 | 0.1% |
|
| 11.9 | 10 | 0.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 60.0 | 163 | 1.9% |
|
| 70.0 | 76 | 0.9% |
|
| 75.0 | 103 | 1.2% |
|
| 80.0 | 20 | 0.2% |
|
| 85.0 | 29 | 0.3% |
|
attr1_3
Numeric
| Distinct count | 57 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 24.385 |
|---|---|
| Minimum | 0 |
| Maximum | 80 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15.22 |
| Median | 20 |
| Q3 | 30 |
| 95-th percentile | 50 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range | 14.78 |
Descriptive statistics
| Standard deviation | 13.712 |
|---|---|
| Coef of variation | 0.56233 |
| Kurtosis | 2.1377 |
| Mean | 24.385 |
| MAD | 10.424 |
| Skewness | 1.5138 |
| Sum | 96904 |
| Variance | 188.02 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 696 | 8.3% |
|
| 15.0 | 434 | 5.2% |
|
| 30.0 | 380 | 4.5% |
|
| 50.0 | 290 | 3.5% |
|
| 25.0 | 286 | 3.4% |
|
| 10.0 | 262 | 3.1% |
|
| 40.0 | 240 | 2.9% |
|
| 16.67 | 136 | 1.6% |
|
| 15.22 | 82 | 1.0% |
|
| 18.0 | 81 | 1.0% |
|
| Other values (46) | 1087 | 13.0% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 10 | 0.1% |
|
| 5.0 | 56 | 0.7% |
|
| 9.0 | 14 | 0.2% |
|
| 9.52 | 5 | 0.1% |
|
| 10.0 | 262 | 3.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50.0 | 290 | 3.5% |
|
| 60.0 | 67 | 0.8% |
|
| 70.0 | 47 | 0.6% |
|
| 75.0 | 9 | 0.1% |
|
| 80.0 | 18 | 0.2% |
|
attr1_s
Numeric
| Distinct count | 74 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 51.1% |
| Missing (n) | 4282 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 20.792 |
|---|---|
| Minimum | 3 |
| Maximum | 95 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 14.81 |
| Median | 17.65 |
| Q3 | 25 |
| 95-th percentile | 50 |
| Maximum | 95 |
| Range | 92 |
| Interquartile range | 10.19 |
Descriptive statistics
| Standard deviation | 12.969 |
|---|---|
| Coef of variation | 0.62374 |
| Kurtosis | 8.0458 |
| Mean | 20.792 |
| MAD | 8.5763 |
| Skewness | 2.3878 |
| Sum | 85162 |
| Variance | 168.18 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 494 | 5.9% |
|
| 30.0 | 310 | 3.7% |
|
| 25.0 | 293 | 3.5% |
|
| 15.0 | 268 | 3.2% |
|
| 10.0 | 214 | 2.6% |
|
| 8.0 | 202 | 2.4% |
|
| 7.0 | 143 | 1.7% |
|
| 16.67 | 110 | 1.3% |
|
| 6.0 | 102 | 1.2% |
|
| 50.0 | 96 | 1.1% |
|
| Other values (63) | 1864 | 22.2% |
|
| (Missing) | 4282 | 51.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 6 | 0.1% |
|
| 5.0 | 21 | 0.3% |
|
| 6.0 | 102 | 1.2% |
|
| 6.67 | 5 | 0.1% |
|
| 7.0 | 143 | 1.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50.0 | 96 | 1.1% |
|
| 55.0 | 18 | 0.2% |
|
| 60.0 | 60 | 0.7% |
|
| 80.0 | 36 | 0.4% |
|
| 95.0 | 18 | 0.2% |
|
attr2_1
Numeric
| Distinct count | 88 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 30.362 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 20 |
| Median | 25 |
| Q3 | 40 |
| 95-th percentile | 60 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 20 |
Descriptive statistics
| Standard deviation | 16.25 |
|---|---|
| Coef of variation | 0.5352 |
| Kurtosis | 2.6198 |
| Mean | 30.362 |
| MAD | 12.129 |
| Skewness | 1.529 |
| Sum | 251980 |
| Variance | 264.06 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 1313 | 15.7% |
|
| 30.0 | 1260 | 15.0% |
|
| 25.0 | 895 | 10.7% |
|
| 50.0 | 745 | 8.9% |
|
| 40.0 | 639 | 7.6% |
|
| 15.0 | 377 | 4.5% |
|
| 60.0 | 273 | 3.3% |
|
| 35.0 | 268 | 3.2% |
|
| 10.0 | 249 | 3.0% |
|
| 18.0 | 127 | 1.5% |
|
| Other values (77) | 2153 | 25.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 15 | 0.2% |
|
| 9.09 | 26 | 0.3% |
|
| 10.0 | 249 | 3.0% |
|
| 11.63 | 20 | 0.2% |
|
| 12.24 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 75.0 | 28 | 0.3% |
|
| 80.0 | 108 | 1.3% |
|
| 90.0 | 31 | 0.4% |
|
| 95.0 | 50 | 0.6% |
|
| 100.0 | 19 | 0.2% |
|
attr2_2
Numeric
| Distinct count | 82 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 29.344 |
|---|---|
| Minimum | 0 |
| Maximum | 85 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14.55 |
| Q1 | 19.15 |
| Median | 25 |
| Q3 | 38.46 |
| 95-th percentile | 60 |
| Maximum | 85 |
| Range | 85 |
| Interquartile range | 19.31 |
Descriptive statistics
| Standard deviation | 14.551 |
|---|---|
| Coef of variation | 0.49588 |
| Kurtosis | 1.1965 |
| Mean | 29.344 |
| MAD | 11.308 |
| Skewness | 1.2627 |
| Sum | 169460 |
| Variance | 211.74 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 30.0 | 797 | 9.5% |
|
| 20.0 | 642 | 7.7% |
|
| 25.0 | 601 | 7.2% |
|
| 40.0 | 518 | 6.2% |
|
| 50.0 | 440 | 5.3% |
|
| 15.0 | 283 | 3.4% |
|
| 60.0 | 191 | 2.3% |
|
| 35.0 | 157 | 1.9% |
|
| 70.0 | 116 | 1.4% |
|
| 16.67 | 103 | 1.2% |
|
| Other values (71) | 1927 | 23.0% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 10 | 0.1% |
|
| 10.0 | 94 | 1.1% |
|
| 11.54 | 20 | 0.2% |
|
| 12.77 | 36 | 0.4% |
|
| 13.0 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 65.0 | 18 | 0.2% |
|
| 70.0 | 116 | 1.4% |
|
| 75.0 | 47 | 0.6% |
|
| 80.0 | 17 | 0.2% |
|
| 85.0 | 9 | 0.1% |
|
attr2_3
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 24.971 |
|---|---|
| Minimum | 5 |
| Maximum | 80 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| Median | 20 |
| Q3 | 35 |
| 95-th percentile | 60 |
| Maximum | 80 |
| Range | 75 |
| Interquartile range | 25 |
Descriptive statistics
| Standard deviation | 17.008 |
|---|---|
| Coef of variation | 0.6811 |
| Kurtosis | 0.65948 |
| Mean | 24.971 |
| MAD | 13.454 |
| Skewness | 1.0689 |
| Sum | 73889 |
| Variance | 289.26 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 394 | 4.7% |
|
| 30.0 | 319 | 3.8% |
|
| 9.0 | 314 | 3.7% |
|
| 25.0 | 301 | 3.6% |
|
| 40.0 | 241 | 2.9% |
|
| 10.0 | 226 | 2.7% |
|
| 50.0 | 215 | 2.6% |
|
| 8.0 | 208 | 2.5% |
|
| 15.0 | 165 | 2.0% |
|
| 60.0 | 120 | 1.4% |
|
| Other values (13) | 456 | 5.4% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 26 | 0.3% |
|
| 6.0 | 66 | 0.8% |
|
| 7.0 | 112 | 1.3% |
|
| 8.0 | 208 | 2.5% |
|
| 9.0 | 314 | 3.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50.0 | 215 | 2.6% |
|
| 60.0 | 120 | 1.4% |
|
| 65.0 | 14 | 0.2% |
|
| 70.0 | 22 | 0.3% |
|
| 80.0 | 46 | 0.5% |
|
attr3_1
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 1.3% |
| Missing (n) | 105 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.0847 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.3958 |
|---|---|
| Coef of variation | 0.19701 |
| Kurtosis | 0.81286 |
| Mean | 7.0847 |
| MAD | 1.017 |
| Skewness | -0.58957 |
| Sum | 58612 |
| Variance | 1.9482 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 2914 | 34.8% |
|
| 8.0 | 2217 | 26.5% |
|
| 6.0 | 1100 | 13.1% |
|
| 9.0 | 729 | 8.7% |
|
| 5.0 | 642 | 7.7% |
|
| 10.0 | 268 | 3.2% |
|
| 4.0 | 238 | 2.8% |
|
| 3.0 | 145 | 1.7% |
|
| 2.0 | 20 | 0.2% |
|
| (Missing) | 105 | 1.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 20 | 0.2% |
|
| 3.0 | 145 | 1.7% |
|
| 4.0 | 238 | 2.8% |
|
| 5.0 | 642 | 7.7% |
|
| 6.0 | 1100 | 13.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 1100 | 13.1% |
|
| 7.0 | 2914 | 34.8% |
|
| 8.0 | 2217 | 26.5% |
|
| 9.0 | 729 | 8.7% |
|
| 10.0 | 268 | 3.2% |
|
attr3_2
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.1253 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.3714 |
|---|---|
| Coef of variation | 0.19247 |
| Kurtosis | 1.0807 |
| Mean | 7.1253 |
| MAD | 1.0045 |
| Skewness | -0.60332 |
| Sum | 53176 |
| Variance | 1.8807 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 2608 | 31.1% |
|
| 8.0 | 2137 | 25.5% |
|
| 6.0 | 1040 | 12.4% |
|
| 9.0 | 573 | 6.8% |
|
| 5.0 | 488 | 5.8% |
|
| 10.0 | 280 | 3.3% |
|
| 4.0 | 201 | 2.4% |
|
| 3.0 | 111 | 1.3% |
|
| 2.0 | 25 | 0.3% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 25 | 0.3% |
|
| 3.0 | 111 | 1.3% |
|
| 4.0 | 201 | 2.4% |
|
| 5.0 | 488 | 5.8% |
|
| 6.0 | 1040 | 12.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 1040 | 12.4% |
|
| 7.0 | 2608 | 31.1% |
|
| 8.0 | 2137 | 25.5% |
|
| 9.0 | 573 | 6.8% |
|
| 10.0 | 280 | 3.3% |
|
attr3_3
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.2403 |
|---|---|
| Minimum | 2 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 12 |
| Range | 10 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.5766 |
|---|---|
| Coef of variation | 0.21775 |
| Kurtosis | 2.1286 |
| Mean | 7.2403 |
| MAD | 1.133 |
| Skewness | -0.046508 |
| Sum | 28773 |
| Variance | 2.4857 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1302 | 15.5% |
|
| 8.0 | 1102 | 13.2% |
|
| 6.0 | 564 | 6.7% |
|
| 9.0 | 463 | 5.5% |
|
| 5.0 | 201 | 2.4% |
|
| 4.0 | 118 | 1.4% |
|
| 12.0 | 112 | 1.3% |
|
| 3.0 | 55 | 0.7% |
|
| 2.0 | 33 | 0.4% |
|
| 10.0 | 24 | 0.3% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 33 | 0.4% |
|
| 3.0 | 55 | 0.7% |
|
| 4.0 | 118 | 1.4% |
|
| 5.0 | 201 | 2.4% |
|
| 6.0 | 564 | 6.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 1302 | 15.5% |
|
| 8.0 | 1102 | 13.2% |
|
| 9.0 | 463 | 5.5% |
|
| 10.0 | 24 | 0.3% |
|
| 12.0 | 112 | 1.3% |
|
attr3_s
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.3% |
| Missing (n) | 4378 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.2112 |
|---|---|
| Minimum | 3 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 7 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.4155 |
|---|---|
| Coef of variation | 0.19628 |
| Kurtosis | 0.61964 |
| Mean | 7.2112 |
| MAD | 1.0728 |
| Skewness | -0.60098 |
| Sum | 28845 |
| Variance | 2.0035 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1267 | 15.1% |
|
| 8.0 | 1262 | 15.1% |
|
| 6.0 | 411 | 4.9% |
|
| 9.0 | 367 | 4.4% |
|
| 5.0 | 318 | 3.8% |
|
| 10.0 | 176 | 2.1% |
|
| 4.0 | 119 | 1.4% |
|
| 3.0 | 70 | 0.8% |
|
| 7.5 | 10 | 0.1% |
|
| (Missing) | 4378 | 52.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 70 | 0.8% |
|
| 4.0 | 119 | 1.4% |
|
| 5.0 | 318 | 3.8% |
|
| 6.0 | 411 | 4.9% |
|
| 7.0 | 1267 | 15.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 1267 | 15.1% |
|
| 7.5 | 10 | 0.1% |
|
| 8.0 | 1262 | 15.1% |
|
| 9.0 | 367 | 4.4% |
|
| 10.0 | 176 | 2.1% |
|
attr4_1
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 22.5% |
| Missing (n) | 1889 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.394 |
|---|---|
| Minimum | 5 |
| Maximum | 95 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10 |
| Median | 25 |
| Q3 | 35 |
| 95-th percentile | 50 |
| Maximum | 95 |
| Range | 90 |
| Interquartile range | 25 |
Descriptive statistics
| Standard deviation | 16.297 |
|---|---|
| Coef of variation | 0.61744 |
| Kurtosis | 1.5079 |
| Mean | 26.394 |
| MAD | 12.718 |
| Skewness | 1.0891 |
| Sum | 171270 |
| Variance | 265.59 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 30.0 | 1062 | 12.7% |
|
| 20.0 | 842 | 10.1% |
|
| 25.0 | 656 | 7.8% |
|
| 50.0 | 611 | 7.3% |
|
| 10.0 | 559 | 6.7% |
|
| 40.0 | 489 | 5.8% |
|
| 9.0 | 480 | 5.7% |
|
| 8.0 | 433 | 5.2% |
|
| 15.0 | 310 | 3.7% |
|
| 35.0 | 212 | 2.5% |
|
| Other values (23) | 835 | 10.0% |
|
| (Missing) | 1889 | 22.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 30 | 0.4% |
|
| 6.0 | 55 | 0.7% |
|
| 7.0 | 158 | 1.9% |
|
| 8.0 | 433 | 5.2% |
|
| 9.0 | 480 | 5.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 75.0 | 41 | 0.5% |
|
| 80.0 | 19 | 0.2% |
|
| 85.0 | 20 | 0.2% |
|
| 90.0 | 22 | 0.3% |
|
| 95.0 | 18 | 0.2% |
|
attr4_2
Numeric
| Distinct count | 28 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.806 |
|---|---|
| Minimum | 6 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10 |
| Median | 25 |
| Q3 | 40 |
| 95-th percentile | 60 |
| Maximum | 100 |
| Range | 94 |
| Interquartile range | 30 |
Descriptive statistics
| Standard deviation | 16.403 |
|---|---|
| Coef of variation | 0.6119 |
| Kurtosis | 1.4792 |
| Mean | 26.806 |
| MAD | 12.901 |
| Skewness | 1.063 |
| Sum | 154810 |
| Variance | 269.05 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 30.0 | 834 | 10.0% |
|
| 20.0 | 730 | 8.7% |
|
| 40.0 | 710 | 8.5% |
|
| 25.0 | 660 | 7.9% |
|
| 9.0 | 527 | 6.3% |
|
| 50.0 | 439 | 5.2% |
|
| 10.0 | 387 | 4.6% |
|
| 8.0 | 338 | 4.0% |
|
| 15.0 | 212 | 2.5% |
|
| 7.0 | 184 | 2.2% |
|
| Other values (17) | 754 | 9.0% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 36 | 0.4% |
|
| 7.0 | 184 | 2.2% |
|
| 8.0 | 338 | 4.0% |
|
| 9.0 | 527 | 6.3% |
|
| 10.0 | 387 | 4.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 70.0 | 51 | 0.6% |
|
| 75.0 | 6 | 0.1% |
|
| 80.0 | 50 | 0.6% |
|
| 85.0 | 29 | 0.3% |
|
| 100.0 | 15 | 0.2% |
|
attr4_3
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 25.61 |
|---|---|
| Minimum | 0 |
| Maximum | 80 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| Median | 20 |
| Q3 | 37 |
| 95-th percentile | 60 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range | 27 |
Descriptive statistics
| Standard deviation | 17.477 |
|---|---|
| Coef of variation | 0.68242 |
| Kurtosis | 0.56774 |
| Mean | 25.61 |
| MAD | 13.906 |
| Skewness | 1.0342 |
| Sum | 75781 |
| Variance | 305.45 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 375 | 4.5% |
|
| 30.0 | 371 | 4.4% |
|
| 40.0 | 281 | 3.4% |
|
| 25.0 | 279 | 3.3% |
|
| 9.0 | 261 | 3.1% |
|
| 10.0 | 259 | 3.1% |
|
| 8.0 | 193 | 2.3% |
|
| 50.0 | 182 | 2.2% |
|
| 7.0 | 180 | 2.1% |
|
| 60.0 | 139 | 1.7% |
|
| Other values (13) | 439 | 5.2% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9 | 0.1% |
|
| 6.0 | 50 | 0.6% |
|
| 7.0 | 180 | 2.1% |
|
| 8.0 | 193 | 2.3% |
|
| 9.0 | 261 | 3.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50.0 | 182 | 2.2% |
|
| 60.0 | 139 | 1.7% |
|
| 70.0 | 28 | 0.3% |
|
| 75.0 | 21 | 0.3% |
|
| 80.0 | 44 | 0.5% |
|
attr5_1
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 41.4% |
| Missing (n) | 3472 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.9419 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.4987 |
|---|---|
| Coef of variation | 0.21588 |
| Kurtosis | 0.84796 |
| Mean | 6.9419 |
| MAD | 1.0801 |
| Skewness | -0.64692 |
| Sum | 34057 |
| Variance | 2.246 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1711 | 20.4% |
|
| 8.0 | 1158 | 13.8% |
|
| 6.0 | 734 | 8.8% |
|
| 5.0 | 418 | 5.0% |
|
| 9.0 | 406 | 4.8% |
|
| 10.0 | 160 | 1.9% |
|
| 4.0 | 150 | 1.8% |
|
| 3.0 | 130 | 1.6% |
|
| 2.0 | 39 | 0.5% |
|
| (Missing) | 3472 | 41.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 39 | 0.5% |
|
| 3.0 | 130 | 1.6% |
|
| 4.0 | 150 | 1.8% |
|
| 5.0 | 418 | 5.0% |
|
| 6.0 | 734 | 8.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 734 | 8.8% |
|
| 7.0 | 1711 | 20.4% |
|
| 8.0 | 1158 | 13.8% |
|
| 9.0 | 406 | 4.8% |
|
| 10.0 | 160 | 1.9% |
|
attr5_2
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 47.8% |
| Missing (n) | 4001 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.828 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.4111 |
|---|---|
| Coef of variation | 0.20666 |
| Kurtosis | 1.5157 |
| Mean | 6.828 |
| MAD | 1.0309 |
| Skewness | -0.84082 |
| Sum | 29886 |
| Variance | 1.9912 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1598 | 19.1% |
|
| 8.0 | 1040 | 12.4% |
|
| 6.0 | 827 | 9.9% |
|
| 5.0 | 331 | 4.0% |
|
| 9.0 | 237 | 2.8% |
|
| 4.0 | 107 | 1.3% |
|
| 3.0 | 104 | 1.2% |
|
| 10.0 | 78 | 0.9% |
|
| 2.0 | 55 | 0.7% |
|
| (Missing) | 4001 | 47.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 55 | 0.7% |
|
| 3.0 | 104 | 1.2% |
|
| 4.0 | 107 | 1.3% |
|
| 5.0 | 331 | 4.0% |
|
| 6.0 | 827 | 9.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 827 | 9.9% |
|
| 7.0 | 1598 | 19.1% |
|
| 8.0 | 1040 | 12.4% |
|
| 9.0 | 237 | 2.8% |
|
| 10.0 | 78 | 0.9% |
|
attr5_3
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.81 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.5073 |
|---|---|
| Coef of variation | 0.22134 |
| Kurtosis | 1.5581 |
| Mean | 6.81 |
| MAD | 1.0856 |
| Skewness | -0.95616 |
| Sum | 13729 |
| Variance | 2.2721 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 747 | 8.9% |
|
| 6.0 | 413 | 4.9% |
|
| 8.0 | 388 | 4.6% |
|
| 9.0 | 192 | 2.3% |
|
| 5.0 | 92 | 1.1% |
|
| 4.0 | 70 | 0.8% |
|
| 2.0 | 46 | 0.5% |
|
| 3.0 | 46 | 0.5% |
|
| 10.0 | 22 | 0.3% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 46 | 0.5% |
|
| 3.0 | 46 | 0.5% |
|
| 4.0 | 70 | 0.8% |
|
| 5.0 | 92 | 1.1% |
|
| 6.0 | 413 | 4.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 413 | 4.9% |
|
| 7.0 | 747 | 8.9% |
|
| 8.0 | 388 | 4.6% |
|
| 9.0 | 192 | 2.3% |
|
| 10.0 | 22 | 0.3% |
|
attr7_2
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 76.3% |
| Missing (n) | 6394 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 32.82 |
|---|---|
| Minimum | 10 |
| Maximum | 80 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 20 |
| Median | 30 |
| Q3 | 40 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 70 |
| Interquartile range | 20 |
Descriptive statistics
| Standard deviation | 17.155 |
|---|---|
| Coef of variation | 0.52271 |
| Kurtosis | -0.29347 |
| Mean | 32.82 |
| MAD | 14.097 |
| Skewness | 0.71619 |
| Sum | 65114 |
| Variance | 294.3 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 30.0 | 376 | 4.5% |
|
| 20.0 | 330 | 3.9% |
|
| 50.0 | 239 | 2.9% |
|
| 40.0 | 212 | 2.5% |
|
| 10.0 | 208 | 2.5% |
|
| 25.0 | 137 | 1.6% |
|
| 60.0 | 117 | 1.4% |
|
| 15.0 | 103 | 1.2% |
|
| 70.0 | 84 | 1.0% |
|
| 35.0 | 52 | 0.6% |
|
| Other values (6) | 126 | 1.5% |
|
| (Missing) | 6394 | 76.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 10.0 | 208 | 2.5% |
|
| 15.0 | 103 | 1.2% |
|
| 16.0 | 14 | 0.2% |
|
| 18.0 | 37 | 0.4% |
|
| 20.0 | 330 | 3.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50.0 | 239 | 2.9% |
|
| 60.0 | 117 | 1.4% |
|
| 65.0 | 28 | 0.3% |
|
| 70.0 | 84 | 1.0% |
|
| 80.0 | 22 | 0.3% |
|
attr7_3
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 31.33 |
|---|---|
| Minimum | 0 |
| Maximum | 80 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 20 |
| Median | 25 |
| Q3 | 40 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range | 20 |
Descriptive statistics
| Standard deviation | 17.552 |
|---|---|
| Coef of variation | 0.56021 |
| Kurtosis | -0.1472 |
| Mean | 31.33 |
| MAD | 14.238 |
| Skewness | 0.82429 |
| Sum | 63162 |
| Variance | 308.06 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 400 | 4.8% |
|
| 30.0 | 274 | 3.3% |
|
| 40.0 | 189 | 2.3% |
|
| 25.0 | 188 | 2.2% |
|
| 50.0 | 179 | 2.1% |
|
| 15.0 | 163 | 1.9% |
|
| 10.0 | 139 | 1.7% |
|
| 60.0 | 119 | 1.4% |
|
| 70.0 | 114 | 1.4% |
|
| 35.0 | 50 | 0.6% |
|
| Other values (11) | 201 | 2.4% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 24 | 0.3% |
|
| 5.0 | 14 | 0.2% |
|
| 9.0 | 14 | 0.2% |
|
| 10.0 | 139 | 1.7% |
|
| 15.0 | 163 | 1.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50.0 | 179 | 2.1% |
|
| 60.0 | 119 | 1.4% |
|
| 70.0 | 114 | 1.4% |
|
| 75.0 | 19 | 0.2% |
|
| 80.0 | 6 | 0.1% |
|
attr_o
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 2.5% |
| Missing (n) | 212 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.1904 |
|---|---|
| Minimum | 0 |
| Maximum | 10.5 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10.5 |
| Range | 10.5 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.9503 |
|---|---|
| Coef of variation | 0.31505 |
| Kurtosis | -0.1014 |
| Mean | 6.1904 |
| MAD | 1.5511 |
| Skewness | -0.31916 |
| Sum | 50551 |
| Variance | 3.8037 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 6.0 | 1655 | 19.8% |
|
| 7.0 | 1642 | 19.6% |
|
| 5.0 | 1260 | 15.0% |
|
| 8.0 | 1230 | 14.7% |
|
| 4.0 | 748 | 8.9% |
|
| 9.0 | 540 | 6.4% |
|
| 3.0 | 390 | 4.7% |
|
| 10.0 | 324 | 3.9% |
|
| 2.0 | 244 | 2.9% |
|
| 1.0 | 108 | 1.3% |
|
| Other values (8) | 25 | 0.3% |
|
| (Missing) | 212 | 2.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% |
|
| 1.0 | 108 | 1.3% |
|
| 2.0 | 244 | 2.9% |
|
| 3.0 | 390 | 4.7% |
|
| 3.5 | 1 | 0.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.0 | 540 | 6.4% |
|
| 9.5 | 3 | 0.0% |
|
| 9.9 | 1 | 0.0% |
|
| 10.0 | 324 | 3.9% |
|
| 10.5 | 1 | 0.0% |
|
career
Categorical
| Distinct count | 368 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 1.1% |
| Missing (n) | 89 |
| Finance |
|
|---|---|
| professor |
|
| Lawyer |
|
| Other values (364) |
7734
|
| Value | Count | Frequency (%) | |
| Finance | 202 | 2.4% |
|
| professor | 199 | 2.4% |
|
| Lawyer | 154 | 1.8% |
|
| Professor | 148 | 1.8% |
|
| Consulting | 147 | 1.8% |
|
| Social Worker | 136 | 1.6% |
|
| Law | 121 | 1.4% |
|
| Business | 103 | 1.2% |
|
| Academic | 101 | 1.2% |
|
| Scientist | 91 | 1.1% |
|
| Other values (357) | 6887 | 82.2% |
|
| (Missing) | 89 | 1.1% |
|
career_c
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 1.6% |
| Missing (n) | 138 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.2778 |
|---|---|
| Minimum | 1 |
| Maximum | 17 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 17 |
| Range | 16 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 3.3095 |
|---|---|
| Coef of variation | 0.62707 |
| Kurtosis | -0.050606 |
| Mean | 5.2778 |
| MAD | 2.8372 |
| Skewness | 0.59119 |
| Sum | 43489 |
| Variance | 10.953 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 2.0 | 2320 | 27.7% |
|
| 7.0 | 2170 | 25.9% |
|
| 6.0 | 724 | 8.6% |
|
| 1.0 | 675 | 8.1% |
|
| 9.0 | 547 | 6.5% |
|
| 4.0 | 421 | 5.0% |
|
| 10.0 | 379 | 4.5% |
|
| 3.0 | 261 | 3.1% |
|
| 5.0 | 234 | 2.8% |
|
| 11.0 | 220 | 2.6% |
|
| Other values (7) | 289 | 3.4% |
|
| (Missing) | 138 | 1.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 675 | 8.1% |
|
| 2.0 | 2320 | 27.7% |
|
| 3.0 | 261 | 3.1% |
|
| 4.0 | 421 | 5.0% |
|
| 5.0 | 234 | 2.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13.0 | 81 | 1.0% |
|
| 14.0 | 10 | 0.1% |
|
| 15.0 | 77 | 0.9% |
|
| 16.0 | 44 | 0.5% |
|
| 17.0 | 10 | 0.1% |
|
clubbing
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.746 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.5022 |
|---|---|
| Coef of variation | 0.43547 |
| Kurtosis | -0.83109 |
| Mean | 5.746 |
| MAD | 2.1042 |
| Skewness | -0.46429 |
| Sum | 47686 |
| Variance | 6.2611 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1402 | 16.7% |
|
| 7.0 | 1291 | 15.4% |
|
| 6.0 | 1138 | 13.6% |
|
| 9.0 | 982 | 11.7% |
|
| 5.0 | 919 | 11.0% |
|
| 1.0 | 761 | 9.1% |
|
| 3.0 | 717 | 8.6% |
|
| 4.0 | 619 | 7.4% |
|
| 2.0 | 342 | 4.1% |
|
| 10.0 | 110 | 1.3% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 18 | 0.2% |
|
| 1.0 | 761 | 9.1% |
|
| 2.0 | 342 | 4.1% |
|
| 3.0 | 717 | 8.6% |
|
| 4.0 | 619 | 7.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 1138 | 13.6% |
|
| 7.0 | 1291 | 15.4% |
|
| 8.0 | 1402 | 16.7% |
|
| 9.0 | 982 | 11.7% |
|
| 10.0 | 110 | 1.3% |
|
concerts
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.8254 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.1563 |
|---|---|
| Coef of variation | 0.31592 |
| Kurtosis | -0.23429 |
| Mean | 6.8254 |
| MAD | 1.7389 |
| Skewness | -0.538 |
| Sum | 56644 |
| Variance | 4.6496 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1531 | 18.3% |
|
| 8.0 | 1450 | 17.3% |
|
| 6.0 | 1198 | 14.3% |
|
| 9.0 | 1158 | 13.8% |
|
| 5.0 | 888 | 10.6% |
|
| 10.0 | 859 | 10.3% |
|
| 4.0 | 475 | 5.7% |
|
| 3.0 | 419 | 5.0% |
|
| 2.0 | 227 | 2.7% |
|
| 1.0 | 76 | 0.9% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 18 | 0.2% |
|
| 1.0 | 76 | 0.9% |
|
| 2.0 | 227 | 2.7% |
|
| 3.0 | 419 | 5.0% |
|
| 4.0 | 475 | 5.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 1198 | 14.3% |
|
| 7.0 | 1531 | 18.3% |
|
| 8.0 | 1450 | 17.3% |
|
| 9.0 | 1158 | 13.8% |
|
| 10.0 | 859 | 10.3% |
|
condtn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.8288 |
|---|
| 2 |
6944
|
|---|---|
| 1 |
1434
|
| Value | Count | Frequency (%) | |
| 2 | 6944 | 82.9% |
|
| 1 | 1434 | 17.1% |
|
date
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 1.2% |
| Missing (n) | 97 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.0068 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.4445 |
|---|---|
| Coef of variation | 0.28852 |
| Kurtosis | -0.53435 |
| Mean | 5.0068 |
| MAD | 1.1926 |
| Skewness | -0.37755 |
| Sum | 41461 |
| Variance | 2.0867 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 6.0 | 2094 | 25.0% |
|
| 4.0 | 2040 | 24.3% |
|
| 5.0 | 1528 | 18.2% |
|
| 7.0 | 1434 | 17.1% |
|
| 3.0 | 783 | 9.3% |
|
| 2.0 | 308 | 3.7% |
|
| 1.0 | 94 | 1.1% |
|
| (Missing) | 97 | 1.2% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 94 | 1.1% |
|
| 2.0 | 308 | 3.7% |
|
| 3.0 | 783 | 9.3% |
|
| 4.0 | 2040 | 24.3% |
|
| 5.0 | 1528 | 18.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 783 | 9.3% |
|
| 4.0 | 2040 | 24.3% |
|
| 5.0 | 1528 | 18.2% |
|
| 6.0 | 2094 | 25.0% |
|
| 7.0 | 1434 | 17.1% |
|
date_3
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.37695 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 29.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.48468 |
|---|---|
| Coef of variation | 1.2858 |
| Kurtosis | -1.7428 |
| Mean | 0.37695 |
| MAD | 0.46972 |
| Skewness | 0.50801 |
| Sum | 1498 |
| Variance | 0.23492 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 2476 | 29.6% |
|
| 1.0 | 1498 | 17.9% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2476 | 29.6% |
|
| 1.0 | 1498 | 17.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2476 | 29.6% |
|
| 1.0 | 1498 | 17.9% |
|
dec
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.41991 |
|---|
| 0 |
4860
|
|---|---|
| 1 |
3518
|
| Value | Count | Frequency (%) | |
| 0 | 4860 | 58.0% |
|
| 1 | 3518 | 42.0% |
|
dec_o
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.41955 |
|---|
| 0 |
4863
|
|---|---|
| 1 |
3515
|
| Value | Count | Frequency (%) | |
| 0 | 4863 | 58.0% |
|
| 1 | 3515 | 42.0% |
|
dining
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.7838 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7549 |
|---|---|
| Coef of variation | 0.22545 |
| Kurtosis | 0.60626 |
| Mean | 7.7838 |
| MAD | 1.3955 |
| Skewness | -0.80806 |
| Sum | 64598 |
| Variance | 3.0796 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1924 | 23.0% |
|
| 9.0 | 1644 | 19.6% |
|
| 10.0 | 1523 | 18.2% |
|
| 7.0 | 1511 | 18.0% |
|
| 6.0 | 712 | 8.5% |
|
| 5.0 | 663 | 7.9% |
|
| 4.0 | 156 | 1.9% |
|
| 3.0 | 94 | 1.1% |
|
| 2.0 | 38 | 0.5% |
|
| 1.0 | 34 | 0.4% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 34 | 0.4% |
|
| 2.0 | 38 | 0.5% |
|
| 3.0 | 94 | 1.1% |
|
| 4.0 | 156 | 1.9% |
|
| 5.0 | 663 | 7.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 712 | 8.5% |
|
| 7.0 | 1511 | 18.0% |
|
| 8.0 | 1924 | 23.0% |
|
| 9.0 | 1644 | 19.6% |
|
| 10.0 | 1523 | 18.2% |
|
exercise
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.2458 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.4189 |
|---|---|
| Coef of variation | 0.38728 |
| Kurtosis | -0.69696 |
| Mean | 6.2458 |
| MAD | 2.0088 |
| Skewness | -0.36916 |
| Sum | 51834 |
| Variance | 5.8509 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1358 | 16.2% |
|
| 7.0 | 1200 | 14.3% |
|
| 6.0 | 1160 | 13.8% |
|
| 5.0 | 1054 | 12.6% |
|
| 9.0 | 902 | 10.8% |
|
| 10.0 | 683 | 8.2% |
|
| 4.0 | 608 | 7.3% |
|
| 3.0 | 586 | 7.0% |
|
| 2.0 | 454 | 5.4% |
|
| 1.0 | 294 | 3.5% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 294 | 3.5% |
|
| 2.0 | 454 | 5.4% |
|
| 3.0 | 586 | 7.0% |
|
| 4.0 | 608 | 7.3% |
|
| 5.0 | 1054 | 12.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 1160 | 13.8% |
|
| 7.0 | 1200 | 14.3% |
|
| 8.0 | 1358 | 16.2% |
|
| 9.0 | 902 | 10.8% |
|
| 10.0 | 683 | 8.2% |
|
exphappy
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 1.2% |
| Missing (n) | 101 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.5341 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7341 |
|---|---|
| Coef of variation | 0.31334 |
| Kurtosis | 0.15224 |
| Mean | 5.5341 |
| MAD | 1.3694 |
| Skewness | -0.13719 |
| Sum | 45806 |
| Variance | 3.007 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 5.0 | 2033 | 24.3% |
|
| 6.0 | 2003 | 23.9% |
|
| 7.0 | 1475 | 17.6% |
|
| 4.0 | 793 | 9.5% |
|
| 3.0 | 706 | 8.4% |
|
| 8.0 | 513 | 6.1% |
|
| 2.0 | 297 | 3.5% |
|
| 9.0 | 216 | 2.6% |
|
| 10.0 | 125 | 1.5% |
|
| 1.0 | 116 | 1.4% |
|
| (Missing) | 101 | 1.2% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 116 | 1.4% |
|
| 2.0 | 297 | 3.5% |
|
| 3.0 | 706 | 8.4% |
|
| 4.0 | 793 | 9.5% |
|
| 5.0 | 2033 | 24.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 2003 | 23.9% |
|
| 7.0 | 1475 | 17.6% |
|
| 8.0 | 513 | 6.1% |
|
| 9.0 | 216 | 2.6% |
|
| 10.0 | 125 | 1.5% |
|
expnum
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 78.5% |
| Missing (n) | 6578 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.5706 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros (%) | 1.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 8 |
| 95-th percentile | 18 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 4.7626 |
|---|---|
| Coef of variation | 0.85495 |
| Kurtosis | 1.4897 |
| Mean | 5.5706 |
| MAD | 3.6415 |
| Skewness | 1.3942 |
| Sum | 10027 |
| Variance | 22.682 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 3.0 | 270 | 3.2% |
|
| 2.0 | 260 | 3.1% |
|
| 5.0 | 230 | 2.7% |
|
| 4.0 | 205 | 2.4% |
|
| 10.0 | 178 | 2.1% |
|
| 1.0 | 124 | 1.5% |
|
| 0.0 | 114 | 1.4% |
|
| 6.0 | 91 | 1.1% |
|
| 8.0 | 51 | 0.6% |
|
| 20.0 | 50 | 0.6% |
|
| Other values (8) | 227 | 2.7% |
|
| (Missing) | 6578 | 78.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 114 | 1.4% |
|
| 1.0 | 124 | 1.5% |
|
| 2.0 | 260 | 3.1% |
|
| 3.0 | 270 | 3.2% |
|
| 4.0 | 205 | 2.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.0 | 18 | 0.2% |
|
| 15.0 | 40 | 0.5% |
|
| 18.0 | 36 | 0.4% |
|
| 19.0 | 10 | 0.1% |
|
| 20.0 | 50 | 0.6% |
|
field
Categorical
| Distinct count | 260 |
|---|---|
| Unique (%) | 3.1% |
| Missing (%) | 0.8% |
| Missing (n) | 63 |
| Business |
|
|---|---|
| MBA |
|
| Law |
|
| Other values (256) |
6864
|
| Value | Count | Frequency (%) | |
| Business | 521 | 6.2% |
|
| MBA | 468 | 5.6% |
|
| Law | 462 | 5.5% |
|
| Social Work | 378 | 4.5% |
|
| International Affairs | 252 | 3.0% |
|
| Electrical Engineering | 164 | 2.0% |
|
| Psychology | 139 | 1.7% |
|
| law | 123 | 1.5% |
|
| Finance | 113 | 1.3% |
|
| business | 110 | 1.3% |
|
| Other values (249) | 5585 | 66.7% |
|
field_cd
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 1.0% |
| Missing (n) | 82 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.6625 |
|---|---|
| Minimum | 1 |
| Maximum | 18 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| Median | 8 |
| Q3 | 10 |
| 95-th percentile | 13.25 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 3.7589 |
|---|---|
| Coef of variation | 0.49056 |
| Kurtosis | -0.46066 |
| Mean | 7.6625 |
| MAD | 2.9826 |
| Skewness | 0.013711 |
| Sum | 63568 |
| Variance | 14.13 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1925 | 23.0% |
|
| 10.0 | 993 | 11.9% |
|
| 5.0 | 864 | 10.3% |
|
| 13.0 | 709 | 8.5% |
|
| 3.0 | 696 | 8.3% |
|
| 1.0 | 665 | 7.9% |
|
| 9.0 | 626 | 7.5% |
|
| 11.0 | 468 | 5.6% |
|
| 6.0 | 325 | 3.9% |
|
| 7.0 | 241 | 2.9% |
|
| Other values (8) | 784 | 9.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 665 | 7.9% |
|
| 2.0 | 207 | 2.5% |
|
| 3.0 | 696 | 8.3% |
|
| 4.0 | 143 | 1.7% |
|
| 5.0 | 864 | 10.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.0 | 126 | 1.5% |
|
| 15.0 | 187 | 2.2% |
|
| 16.0 | 40 | 0.5% |
|
| 17.0 | 10 | 0.1% |
|
| 18.0 | 52 | 0.6% |
|
from
Categorical
| Distinct count | 270 |
|---|---|
| Unique (%) | 3.2% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| New York |
|
|---|---|
| New Jersey |
|
| California |
|
| Other values (266) |
7111
|
| Value | Count | Frequency (%) | |
| New York | 522 | 6.2% |
|
| New Jersey | 365 | 4.4% |
|
| California | 301 | 3.6% |
|
| China | 139 | 1.7% |
|
| Italy | 132 | 1.6% |
|
| New York City | 130 | 1.6% |
|
| Boston | 123 | 1.5% |
|
| Texas | 120 | 1.4% |
|
| NYC | 109 | 1.3% |
|
| India | 107 | 1.3% |
|
| Other values (259) | 6251 | 74.6% |
|
fun
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 4.2% |
| Missing (n) | 350 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.4006 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.9537 |
|---|---|
| Coef of variation | 0.30524 |
| Kurtosis | 0.093476 |
| Mean | 6.4006 |
| MAD | 1.566 |
| Skewness | -0.45143 |
| Sum | 51384 |
| Variance | 3.817 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1657 | 19.8% |
|
| 6.0 | 1532 | 18.3% |
|
| 8.0 | 1456 | 17.4% |
|
| 5.0 | 1158 | 13.8% |
|
| 4.0 | 607 | 7.2% |
|
| 9.0 | 600 | 7.2% |
|
| 10.0 | 388 | 4.6% |
|
| 3.0 | 281 | 3.4% |
|
| 2.0 | 220 | 2.6% |
|
| 1.0 | 107 | 1.3% |
|
| Other values (6) | 22 | 0.3% |
|
| (Missing) | 350 | 4.2% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 14 | 0.2% |
|
| 1.0 | 107 | 1.3% |
|
| 2.0 | 220 | 2.6% |
|
| 3.0 | 281 | 3.4% |
|
| 4.0 | 607 | 7.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 1456 | 17.4% |
|
| 8.5 | 1 | 0.0% |
|
| 9.0 | 600 | 7.2% |
|
| 9.5 | 1 | 0.0% |
|
| 10.0 | 388 | 4.6% |
|
fun1_1
Numeric
| Distinct count | 72 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 1.1% |
| Missing (n) | 89 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.457 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| Median | 18 |
| Q3 | 20 |
| 95-th percentile | 27 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 6.0852 |
|---|---|
| Coef of variation | 0.34858 |
| Kurtosis | 2.8827 |
| Mean | 17.457 |
| MAD | 4.5179 |
| Skewness | 0.56681 |
| Sum | 144700 |
| Variance | 37.03 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 2237 | 26.7% |
|
| 15.0 | 1213 | 14.5% |
|
| 10.0 | 1179 | 14.1% |
|
| 25.0 | 568 | 6.8% |
|
| 30.0 | 296 | 3.5% |
|
| 5.0 | 246 | 2.9% |
|
| 18.0 | 214 | 2.6% |
|
| 16.0 | 196 | 2.3% |
|
| 17.0 | 133 | 1.6% |
|
| 19.23 | 130 | 1.6% |
|
| Other values (61) | 1877 | 22.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 32 | 0.4% |
|
| 1.0 | 18 | 0.2% |
|
| 2.0 | 9 | 0.1% |
|
| 3.0 | 18 | 0.2% |
|
| 5.0 | 246 | 2.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30.0 | 296 | 3.5% |
|
| 35.0 | 29 | 0.3% |
|
| 40.0 | 40 | 0.5% |
|
| 45.0 | 10 | 0.1% |
|
| 50.0 | 20 | 0.2% |
|
fun1_2
Numeric
| Distinct count | 75 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.655 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| Median | 18.37 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 6.1297 |
|---|---|
| Coef of variation | 0.3472 |
| Kurtosis | 2.1106 |
| Mean | 17.655 |
| MAD | 4.568 |
| Skewness | 0.52098 |
| Sum | 131760 |
| Variance | 37.574 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 2193 | 26.2% |
|
| 15.0 | 1136 | 13.6% |
|
| 10.0 | 1057 | 12.6% |
|
| 25.0 | 486 | 5.8% |
|
| 30.0 | 339 | 4.0% |
|
| 5.0 | 226 | 2.7% |
|
| 18.0 | 150 | 1.8% |
|
| 16.67 | 104 | 1.2% |
|
| 16.0 | 103 | 1.2% |
|
| 17.78 | 86 | 1.0% |
|
| Other values (64) | 1583 | 18.9% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 22 | 0.3% |
|
| 1.0 | 21 | 0.3% |
|
| 3.0 | 10 | 0.1% |
|
| 5.0 | 226 | 2.7% |
|
| 8.0 | 21 | 0.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30.0 | 339 | 4.0% |
|
| 33.0 | 10 | 0.1% |
|
| 35.0 | 18 | 0.2% |
|
| 40.0 | 67 | 0.8% |
|
| 50.0 | 10 | 0.1% |
|
fun1_3
Numeric
| Distinct count | 54 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.233 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 14.81 |
| Median | 16.33 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 5.19 |
Descriptive statistics
| Standard deviation | 5.1638 |
|---|---|
| Coef of variation | 0.3181 |
| Kurtosis | 0.64923 |
| Mean | 16.233 |
| MAD | 3.9831 |
| Skewness | 0.022487 |
| Sum | 64512 |
| Variance | 26.665 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 973 | 11.6% |
|
| 15.0 | 748 | 8.9% |
|
| 10.0 | 698 | 8.3% |
|
| 5.0 | 145 | 1.7% |
|
| 30.0 | 133 | 1.6% |
|
| 25.0 | 103 | 1.2% |
|
| 16.67 | 102 | 1.2% |
|
| 18.0 | 84 | 1.0% |
|
| 17.0 | 62 | 0.7% |
|
| 17.65 | 56 | 0.7% |
|
| Other values (43) | 870 | 10.4% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 12 | 0.1% |
|
| 3.0 | 10 | 0.1% |
|
| 5.0 | 145 | 1.7% |
|
| 7.5 | 20 | 0.2% |
|
| 10.0 | 698 | 8.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.83 | 20 | 0.2% |
|
| 20.93 | 15 | 0.2% |
|
| 22.0 | 18 | 0.2% |
|
| 25.0 | 103 | 1.2% |
|
| 30.0 | 133 | 1.6% |
|
fun1_s
Numeric
| Distinct count | 65 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 51.1% |
| Missing (n) | 4282 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.261 |
|---|---|
| Minimum | 1 |
| Maximum | 40 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| Median | 15.91 |
| Q3 | 20 |
| 95-th percentile | 21.05 |
| Maximum | 40 |
| Range | 39 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 5.357 |
|---|---|
| Coef of variation | 0.35103 |
| Kurtosis | 1.299 |
| Mean | 15.261 |
| MAD | 4.3304 |
| Skewness | 0.20836 |
| Sum | 62509 |
| Variance | 28.697 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 746 | 8.9% |
|
| 10.0 | 669 | 8.0% |
|
| 15.0 | 403 | 4.8% |
|
| 8.0 | 160 | 1.9% |
|
| 9.0 | 140 | 1.7% |
|
| 16.67 | 139 | 1.7% |
|
| 7.0 | 136 | 1.6% |
|
| 18.0 | 121 | 1.4% |
|
| 25.0 | 100 | 1.2% |
|
| 17.02 | 73 | 0.9% |
|
| Other values (54) | 1409 | 16.8% |
|
| (Missing) | 4282 | 51.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 18 | 0.2% |
|
| 2.0 | 6 | 0.1% |
|
| 3.0 | 18 | 0.2% |
|
| 5.0 | 62 | 0.7% |
|
| 6.0 | 45 | 0.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23.0 | 18 | 0.2% |
|
| 23.81 | 5 | 0.1% |
|
| 25.0 | 100 | 1.2% |
|
| 35.0 | 10 | 0.1% |
|
| 40.0 | 19 | 0.2% |
|
fun2_1
Numeric
| Distinct count | 75 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 18.423 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| Median | 20 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 6.5779 |
|---|---|
| Coef of variation | 0.35706 |
| Kurtosis | 1.3306 |
| Mean | 18.423 |
| MAD | 4.903 |
| Skewness | 0.1611 |
| Sum | 152890 |
| Variance | 43.269 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 2364 | 28.2% |
|
| 15.0 | 1185 | 14.1% |
|
| 10.0 | 1062 | 12.7% |
|
| 25.0 | 755 | 9.0% |
|
| 30.0 | 661 | 7.9% |
|
| 18.0 | 168 | 2.0% |
|
| 5.0 | 163 | 1.9% |
|
| 16.67 | 118 | 1.4% |
|
| 0.0 | 83 | 1.0% |
|
| 18.18 | 80 | 1.0% |
|
| Other values (64) | 1660 | 19.8% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 83 | 1.0% |
|
| 1.0 | 34 | 0.4% |
|
| 3.0 | 18 | 0.2% |
|
| 4.0 | 24 | 0.3% |
|
| 5.0 | 163 | 1.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 33.0 | 20 | 0.2% |
|
| 35.0 | 14 | 0.2% |
|
| 40.0 | 31 | 0.4% |
|
| 44.0 | 10 | 0.1% |
|
| 50.0 | 14 | 0.2% |
|
fun2_2
Numeric
| Distinct count | 62 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.967 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 0.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| Median | 18.52 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 6.1003 |
|---|---|
| Coef of variation | 0.33952 |
| Kurtosis | 1.7988 |
| Mean | 17.967 |
| MAD | 4.409 |
| Skewness | 0.16225 |
| Sum | 103760 |
| Variance | 37.214 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 1445 | 17.2% |
|
| 15.0 | 779 | 9.3% |
|
| 10.0 | 707 | 8.4% |
|
| 25.0 | 524 | 6.3% |
|
| 30.0 | 241 | 2.9% |
|
| 16.67 | 159 | 1.9% |
|
| 18.18 | 153 | 1.8% |
|
| 5.0 | 122 | 1.5% |
|
| 18.0 | 116 | 1.4% |
|
| 0.0 | 73 | 0.9% |
|
| Other values (51) | 1456 | 17.4% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 73 | 0.9% |
|
| 2.0 | 20 | 0.2% |
|
| 5.0 | 122 | 1.5% |
|
| 7.69 | 20 | 0.2% |
|
| 10.0 | 707 | 8.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.0 | 524 | 6.3% |
|
| 26.32 | 20 | 0.2% |
|
| 30.0 | 241 | 2.9% |
|
| 33.33 | 21 | 0.3% |
|
| 40.0 | 64 | 0.8% |
|
fun2_3
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.959 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 9 |
| Median | 15 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 11 |
Descriptive statistics
| Standard deviation | 7.9355 |
|---|---|
| Coef of variation | 0.53048 |
| Kurtosis | 0.77117 |
| Mean | 14.959 |
| MAD | 6.6206 |
| Skewness | 0.74236 |
| Sum | 44264 |
| Variance | 62.972 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 880 | 10.5% |
|
| 10.0 | 509 | 6.1% |
|
| 8.0 | 302 | 3.6% |
|
| 15.0 | 256 | 3.1% |
|
| 9.0 | 226 | 2.7% |
|
| 25.0 | 215 | 2.6% |
|
| 7.0 | 178 | 2.1% |
|
| 0.0 | 82 | 1.0% |
|
| 40.0 | 77 | 0.9% |
|
| 30.0 | 74 | 0.9% |
|
| Other values (6) | 160 | 1.9% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 82 | 1.0% |
|
| 3.0 | 10 | 0.1% |
|
| 4.0 | 20 | 0.2% |
|
| 5.0 | 52 | 0.6% |
|
| 6.0 | 36 | 0.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.0 | 21 | 0.3% |
|
| 20.0 | 880 | 10.5% |
|
| 25.0 | 215 | 2.6% |
|
| 30.0 | 74 | 0.9% |
|
| 40.0 | 77 | 0.9% |
|
fun3_1
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 1.3% |
| Missing (n) | 105 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.7045 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.5643 |
|---|---|
| Coef of variation | 0.20304 |
| Kurtosis | 1.0152 |
| Mean | 7.7045 |
| MAD | 1.2289 |
| Skewness | -0.82495 |
| Sum | 63739 |
| Variance | 2.4471 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2274 | 27.1% |
|
| 9.0 | 1789 | 21.4% |
|
| 7.0 | 1698 | 20.3% |
|
| 6.0 | 957 | 11.4% |
|
| 10.0 | 912 | 10.9% |
|
| 5.0 | 363 | 4.3% |
|
| 3.0 | 115 | 1.4% |
|
| 4.0 | 104 | 1.2% |
|
| 2.0 | 61 | 0.7% |
|
| (Missing) | 105 | 1.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 61 | 0.7% |
|
| 3.0 | 115 | 1.4% |
|
| 4.0 | 104 | 1.2% |
|
| 5.0 | 363 | 4.3% |
|
| 6.0 | 957 | 11.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 957 | 11.4% |
|
| 7.0 | 1698 | 20.3% |
|
| 8.0 | 2274 | 27.1% |
|
| 9.0 | 1789 | 21.4% |
|
| 10.0 | 912 | 10.9% |
|
fun3_2
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.6022 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.5482 |
|---|---|
| Coef of variation | 0.20365 |
| Kurtosis | 1.6339 |
| Mean | 7.6022 |
| MAD | 1.1952 |
| Skewness | -0.93625 |
| Sum | 56735 |
| Variance | 2.3969 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2098 | 25.0% |
|
| 7.0 | 1924 | 23.0% |
|
| 9.0 | 1470 | 17.5% |
|
| 6.0 | 675 | 8.1% |
|
| 10.0 | 655 | 7.8% |
|
| 5.0 | 342 | 4.1% |
|
| 4.0 | 135 | 1.6% |
|
| 3.0 | 93 | 1.1% |
|
| 2.0 | 53 | 0.6% |
|
| 1.0 | 18 | 0.2% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 18 | 0.2% |
|
| 2.0 | 53 | 0.6% |
|
| 3.0 | 93 | 1.1% |
|
| 4.0 | 135 | 1.6% |
|
| 5.0 | 342 | 4.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 675 | 8.1% |
|
| 7.0 | 1924 | 23.0% |
|
| 8.0 | 2098 | 25.0% |
|
| 9.0 | 1470 | 17.5% |
|
| 10.0 | 655 | 7.8% |
|
fun3_3
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.6588 |
|---|---|
| Minimum | 2 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 12 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7447 |
|---|---|
| Coef of variation | 0.2278 |
| Kurtosis | 1.5648 |
| Mean | 7.6588 |
| MAD | 1.3032 |
| Skewness | -0.28237 |
| Sum | 30436 |
| Variance | 3.0439 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1065 | 12.7% |
|
| 7.0 | 986 | 11.8% |
|
| 9.0 | 749 | 8.9% |
|
| 6.0 | 452 | 5.4% |
|
| 10.0 | 238 | 2.8% |
|
| 5.0 | 193 | 2.3% |
|
| 12.0 | 153 | 1.8% |
|
| 2.0 | 60 | 0.7% |
|
| 3.0 | 52 | 0.6% |
|
| 4.0 | 26 | 0.3% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 60 | 0.7% |
|
| 3.0 | 52 | 0.6% |
|
| 4.0 | 26 | 0.3% |
|
| 5.0 | 193 | 2.3% |
|
| 6.0 | 452 | 5.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 986 | 11.8% |
|
| 8.0 | 1065 | 12.7% |
|
| 9.0 | 749 | 8.9% |
|
| 10.0 | 238 | 2.8% |
|
| 12.0 | 153 | 1.8% |
|
fun3_s
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.3% |
| Missing (n) | 4378 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.6925 |
|---|---|
| Minimum | 3 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 7 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.6268 |
|---|---|
| Coef of variation | 0.21148 |
| Kurtosis | 0.25215 |
| Mean | 7.6925 |
| MAD | 1.293 |
| Skewness | -0.62978 |
| Sum | 30770 |
| Variance | 2.6466 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1015 | 12.1% |
|
| 7.0 | 926 | 11.1% |
|
| 9.0 | 712 | 8.5% |
|
| 10.0 | 582 | 6.9% |
|
| 6.0 | 372 | 4.4% |
|
| 5.0 | 222 | 2.6% |
|
| 3.0 | 86 | 1.0% |
|
| 4.0 | 85 | 1.0% |
|
| (Missing) | 4378 | 52.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 86 | 1.0% |
|
| 4.0 | 85 | 1.0% |
|
| 5.0 | 222 | 2.6% |
|
| 6.0 | 372 | 4.4% |
|
| 7.0 | 926 | 11.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 372 | 4.4% |
|
| 7.0 | 926 | 11.1% |
|
| 8.0 | 1015 | 12.1% |
|
| 9.0 | 712 | 8.5% |
|
| 10.0 | 582 | 6.9% |
|
fun4_1
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 22.5% |
| Missing (n) | 1889 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.567 |
|---|---|
| Minimum | 0 |
| Maximum | 45 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| Median | 15 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 7.3283 |
|---|---|
| Coef of variation | 0.47076 |
| Kurtosis | -0.033756 |
| Mean | 15.567 |
| MAD | 6.1799 |
| Skewness | 0.50732 |
| Sum | 101010 |
| Variance | 53.703 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 1819 | 21.7% |
|
| 10.0 | 1142 | 13.6% |
|
| 15.0 | 808 | 9.6% |
|
| 8.0 | 459 | 5.5% |
|
| 30.0 | 458 | 5.5% |
|
| 9.0 | 394 | 4.7% |
|
| 25.0 | 388 | 4.6% |
|
| 7.0 | 311 | 3.7% |
|
| 5.0 | 252 | 3.0% |
|
| 18.0 | 83 | 1.0% |
|
| Other values (12) | 375 | 4.5% |
|
| (Missing) | 1889 | 22.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 41 | 0.5% |
|
| 1.0 | 18 | 0.2% |
|
| 4.0 | 20 | 0.2% |
|
| 5.0 | 252 | 3.0% |
|
| 6.0 | 70 | 0.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23.0 | 21 | 0.3% |
|
| 25.0 | 388 | 4.6% |
|
| 30.0 | 458 | 5.5% |
|
| 40.0 | 25 | 0.3% |
|
| 45.0 | 14 | 0.2% |
|
fun4_2
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.164 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 9 |
| Median | 15 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 11 |
Descriptive statistics
| Standard deviation | 7.2901 |
|---|---|
| Coef of variation | 0.48076 |
| Kurtosis | 1.1631 |
| Mean | 15.164 |
| MAD | 5.9527 |
| Skewness | 0.84352 |
| Sum | 87571 |
| Variance | 53.146 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 1388 | 16.6% |
|
| 10.0 | 1033 | 12.3% |
|
| 15.0 | 820 | 9.8% |
|
| 8.0 | 553 | 6.6% |
|
| 25.0 | 398 | 4.8% |
|
| 7.0 | 338 | 4.0% |
|
| 9.0 | 295 | 3.5% |
|
| 30.0 | 262 | 3.1% |
|
| 5.0 | 207 | 2.5% |
|
| 17.0 | 93 | 1.1% |
|
| Other values (12) | 388 | 4.6% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 34 | 0.4% |
|
| 5.0 | 207 | 2.5% |
|
| 6.0 | 50 | 0.6% |
|
| 7.0 | 338 | 4.0% |
|
| 8.0 | 553 | 6.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.0 | 398 | 4.8% |
|
| 30.0 | 262 | 3.1% |
|
| 33.0 | 10 | 0.1% |
|
| 40.0 | 50 | 0.6% |
|
| 50.0 | 15 | 0.2% |
|
fun4_3
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.277 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 9 |
| Median | 12 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 11 |
Descriptive statistics
| Standard deviation | 6.9279 |
|---|---|
| Coef of variation | 0.48525 |
| Kurtosis | -0.67842 |
| Mean | 14.277 |
| MAD | 6.0969 |
| Skewness | 0.34662 |
| Sum | 42245 |
| Variance | 47.995 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 821 | 9.8% |
|
| 10.0 | 559 | 6.7% |
|
| 8.0 | 379 | 4.5% |
|
| 15.0 | 277 | 3.3% |
|
| 9.0 | 192 | 2.3% |
|
| 25.0 | 187 | 2.2% |
|
| 30.0 | 121 | 1.4% |
|
| 7.0 | 115 | 1.4% |
|
| 6.0 | 106 | 1.3% |
|
| 0.0 | 68 | 0.8% |
|
| Other values (5) | 134 | 1.6% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 68 | 0.8% |
|
| 3.0 | 10 | 0.1% |
|
| 5.0 | 43 | 0.5% |
|
| 6.0 | 106 | 1.3% |
|
| 7.0 | 115 | 1.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17.0 | 21 | 0.3% |
|
| 18.0 | 42 | 0.5% |
|
| 20.0 | 821 | 9.8% |
|
| 25.0 | 187 | 2.2% |
|
| 30.0 | 121 | 1.4% |
|
fun5_1
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 41.4% |
| Missing (n) | 3472 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.4262 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.7791 |
|---|---|
| Coef of variation | 0.23957 |
| Kurtosis | 0.26902 |
| Mean | 7.4262 |
| MAD | 1.4187 |
| Skewness | -0.69069 |
| Sum | 36433 |
| Variance | 3.1653 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1118 | 13.3% |
|
| 7.0 | 1109 | 13.2% |
|
| 9.0 | 878 | 10.5% |
|
| 6.0 | 573 | 6.8% |
|
| 10.0 | 566 | 6.8% |
|
| 5.0 | 299 | 3.6% |
|
| 4.0 | 197 | 2.4% |
|
| 3.0 | 111 | 1.3% |
|
| 2.0 | 55 | 0.7% |
|
| (Missing) | 3472 | 41.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 55 | 0.7% |
|
| 3.0 | 111 | 1.3% |
|
| 4.0 | 197 | 2.4% |
|
| 5.0 | 299 | 3.6% |
|
| 6.0 | 573 | 6.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 573 | 6.8% |
|
| 7.0 | 1109 | 13.2% |
|
| 8.0 | 1118 | 13.3% |
|
| 9.0 | 878 | 10.5% |
|
| 10.0 | 566 | 6.8% |
|
fun5_2
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 47.8% |
| Missing (n) | 4001 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.2794 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.6475 |
|---|---|
| Coef of variation | 0.22632 |
| Kurtosis | 0.76601 |
| Mean | 7.2794 |
| MAD | 1.2835 |
| Skewness | -0.60846 |
| Sum | 31862 |
| Variance | 2.7142 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1109 | 13.2% |
|
| 7.0 | 1096 | 13.1% |
|
| 6.0 | 730 | 8.7% |
|
| 9.0 | 542 | 6.5% |
|
| 10.0 | 396 | 4.7% |
|
| 5.0 | 274 | 3.3% |
|
| 4.0 | 116 | 1.4% |
|
| 2.0 | 76 | 0.9% |
|
| 3.0 | 38 | 0.5% |
|
| (Missing) | 4001 | 47.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 76 | 0.9% |
|
| 3.0 | 38 | 0.5% |
|
| 4.0 | 116 | 1.4% |
|
| 5.0 | 274 | 3.3% |
|
| 6.0 | 730 | 8.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 730 | 8.7% |
|
| 7.0 | 1096 | 13.1% |
|
| 8.0 | 1109 | 13.2% |
|
| 9.0 | 542 | 6.5% |
|
| 10.0 | 396 | 4.7% |
|
fun5_3
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.1553 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.6728 |
|---|---|
| Coef of variation | 0.23378 |
| Kurtosis | 1.634 |
| Mean | 7.1553 |
| MAD | 1.2645 |
| Skewness | -0.73343 |
| Sum | 14425 |
| Variance | 2.7982 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 545 | 6.5% |
|
| 8.0 | 441 | 5.3% |
|
| 6.0 | 346 | 4.1% |
|
| 9.0 | 250 | 3.0% |
|
| 5.0 | 216 | 2.6% |
|
| 10.0 | 155 | 1.9% |
|
| 1.0 | 27 | 0.3% |
|
| 3.0 | 15 | 0.2% |
|
| 2.0 | 15 | 0.2% |
|
| 4.0 | 6 | 0.1% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 27 | 0.3% |
|
| 2.0 | 15 | 0.2% |
|
| 3.0 | 15 | 0.2% |
|
| 4.0 | 6 | 0.1% |
|
| 5.0 | 216 | 2.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 346 | 4.1% |
|
| 7.0 | 545 | 6.5% |
|
| 8.0 | 441 | 5.3% |
|
| 9.0 | 250 | 3.0% |
|
| 10.0 | 155 | 1.9% |
|
fun7_2
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 76.3% |
| Missing (n) | 6394 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 18.868 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 10 |
| Median | 20 |
| Q3 | 24 |
| 95-th percentile | 35 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 14 |
Descriptive statistics
| Standard deviation | 8.536 |
|---|---|
| Coef of variation | 0.45239 |
| Kurtosis | 1.0059 |
| Mean | 18.868 |
| MAD | 6.4984 |
| Skewness | 0.76543 |
| Sum | 37435 |
| Variance | 72.863 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 549 | 6.6% |
|
| 10.0 | 470 | 5.6% |
|
| 15.0 | 318 | 3.8% |
|
| 30.0 | 214 | 2.6% |
|
| 25.0 | 146 | 1.7% |
|
| 40.0 | 80 | 1.0% |
|
| 18.0 | 37 | 0.4% |
|
| 0.0 | 34 | 0.4% |
|
| 16.0 | 29 | 0.3% |
|
| 24.0 | 25 | 0.3% |
|
| Other values (6) | 82 | 1.0% |
|
| (Missing) | 6394 | 76.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 34 | 0.4% |
|
| 5.0 | 21 | 0.3% |
|
| 10.0 | 470 | 5.6% |
|
| 15.0 | 318 | 3.8% |
|
| 16.0 | 29 | 0.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 27.0 | 15 | 0.2% |
|
| 30.0 | 214 | 2.6% |
|
| 35.0 | 6 | 0.1% |
|
| 40.0 | 80 | 1.0% |
|
| 50.0 | 15 | 0.2% |
|
fun7_3
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.418 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| Median | 17 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 7.2313 |
|---|---|
| Coef of variation | 0.44045 |
| Kurtosis | 0.6021 |
| Mean | 16.418 |
| MAD | 5.8011 |
| Skewness | 0.39765 |
| Sum | 33099 |
| Variance | 52.292 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 642 | 7.7% |
|
| 10.0 | 502 | 6.0% |
|
| 15.0 | 308 | 3.7% |
|
| 5.0 | 111 | 1.3% |
|
| 25.0 | 108 | 1.3% |
|
| 30.0 | 94 | 1.1% |
|
| 18.0 | 42 | 0.5% |
|
| 0.0 | 37 | 0.4% |
|
| 22.0 | 36 | 0.4% |
|
| 17.0 | 35 | 0.4% |
|
| Other values (6) | 101 | 1.2% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 37 | 0.4% |
|
| 3.0 | 10 | 0.1% |
|
| 5.0 | 111 | 1.3% |
|
| 7.0 | 14 | 0.2% |
|
| 10.0 | 502 | 6.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.0 | 36 | 0.4% |
|
| 25.0 | 108 | 1.3% |
|
| 30.0 | 94 | 1.1% |
|
| 35.0 | 27 | 0.3% |
|
| 40.0 | 22 | 0.3% |
|
fun_o
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 4.3% |
| Missing (n) | 360 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.4006 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.9541 |
|---|---|
| Coef of variation | 0.3053 |
| Kurtosis | 0.095143 |
| Mean | 6.4006 |
| MAD | 1.5661 |
| Skewness | -0.45136 |
| Sum | 51320 |
| Variance | 3.8184 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1657 | 19.8% |
|
| 6.0 | 1529 | 18.3% |
|
| 8.0 | 1453 | 17.3% |
|
| 5.0 | 1157 | 13.8% |
|
| 4.0 | 605 | 7.2% |
|
| 9.0 | 600 | 7.2% |
|
| 10.0 | 386 | 4.6% |
|
| 3.0 | 281 | 3.4% |
|
| 2.0 | 220 | 2.6% |
|
| 1.0 | 107 | 1.3% |
|
| Other values (7) | 23 | 0.3% |
|
| (Missing) | 360 | 4.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 14 | 0.2% |
|
| 1.0 | 107 | 1.3% |
|
| 2.0 | 220 | 2.6% |
|
| 3.0 | 281 | 3.4% |
|
| 4.0 | 605 | 7.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.5 | 1 | 0.0% |
|
| 9.0 | 600 | 7.2% |
|
| 9.5 | 1 | 0.0% |
|
| 10.0 | 386 | 4.6% |
|
| 11.0 | 1 | 0.0% |
|
gaming
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.8812 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros (%) | 0.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.6205 |
|---|---|
| Coef of variation | 0.67518 |
| Kurtosis | 0.60464 |
| Mean | 3.8812 |
| MAD | 2.1937 |
| Skewness | 0.82102 |
| Sum | 32210 |
| Variance | 6.8671 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1983 | 23.7% |
|
| 2.0 | 1175 | 14.0% |
|
| 3.0 | 1078 | 12.9% |
|
| 5.0 | 1025 | 12.2% |
|
| 6.0 | 761 | 9.1% |
|
| 7.0 | 734 | 8.8% |
|
| 4.0 | 710 | 8.5% |
|
| 8.0 | 429 | 5.1% |
|
| 9.0 | 220 | 2.6% |
|
| 14.0 | 78 | 0.9% |
|
| Other values (2) | 106 | 1.3% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 59 | 0.7% |
|
| 1.0 | 1983 | 23.7% |
|
| 2.0 | 1175 | 14.0% |
|
| 3.0 | 1078 | 12.9% |
|
| 4.0 | 710 | 8.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 734 | 8.8% |
|
| 8.0 | 429 | 5.1% |
|
| 9.0 | 220 | 2.6% |
|
| 10.0 | 47 | 0.6% |
|
| 14.0 | 78 | 0.9% |
|
gender
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.5006 |
|---|
| 1 |
4194
|
|---|---|
| 0 |
4184
|
| Value | Count | Frequency (%) | |
| 1 | 4194 | 50.1% |
|
| 0 | 4184 | 49.9% |
|
go_out
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.1581 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.1052 |
|---|---|
| Coef of variation | 0.51214 |
| Kurtosis | 2.1274 |
| Mean | 2.1581 |
| MAD | 0.84235 |
| Skewness | 1.2042 |
| Sum | 17910 |
| Variance | 1.2216 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 2.0 | 2990 | 35.7% |
|
| 1.0 | 2610 | 31.2% |
|
| 3.0 | 1949 | 23.3% |
|
| 4.0 | 450 | 5.4% |
|
| 5.0 | 164 | 2.0% |
|
| 6.0 | 99 | 1.2% |
|
| 7.0 | 37 | 0.4% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 2610 | 31.2% |
|
| 2.0 | 2990 | 35.7% |
|
| 3.0 | 1949 | 23.3% |
|
| 4.0 | 450 | 5.4% |
|
| 5.0 | 164 | 2.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 1949 | 23.3% |
|
| 4.0 | 450 | 5.4% |
|
| 5.0 | 164 | 2.0% |
|
| 6.0 | 99 | 1.2% |
|
| 7.0 | 37 | 0.4% |
|
goal
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.1221 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.4072 |
|---|---|
| Coef of variation | 0.66312 |
| Kurtosis | 1.2832 |
| Mean | 2.1221 |
| MAD | 1.015 |
| Skewness | 1.478 |
| Sum | 17611 |
| Variance | 1.9802 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3426 | 40.9% |
|
| 2.0 | 3012 | 36.0% |
|
| 3.0 | 631 | 7.5% |
|
| 5.0 | 510 | 6.1% |
|
| 6.0 | 419 | 5.0% |
|
| 4.0 | 301 | 3.6% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 3426 | 40.9% |
|
| 2.0 | 3012 | 36.0% |
|
| 3.0 | 631 | 7.5% |
|
| 4.0 | 301 | 3.6% |
|
| 5.0 | 510 | 6.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 3012 | 36.0% |
|
| 3.0 | 631 | 7.5% |
|
| 4.0 | 301 | 3.6% |
|
| 5.0 | 510 | 6.1% |
|
| 6.0 | 419 | 5.0% |
|
hiking
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.7371 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.5702 |
|---|---|
| Coef of variation | 0.448 |
| Kurtosis | -1.0041 |
| Mean | 5.7371 |
| MAD | 2.1896 |
| Skewness | -0.16167 |
| Sum | 47612 |
| Variance | 6.606 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1212 | 14.5% |
|
| 7.0 | 1117 | 13.3% |
|
| 6.0 | 1044 | 12.5% |
|
| 3.0 | 944 | 11.3% |
|
| 5.0 | 929 | 11.1% |
|
| 9.0 | 688 | 8.2% |
|
| 4.0 | 681 | 8.1% |
|
| 2.0 | 680 | 8.1% |
|
| 10.0 | 566 | 6.8% |
|
| 1.0 | 420 | 5.0% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 18 | 0.2% |
|
| 1.0 | 420 | 5.0% |
|
| 2.0 | 680 | 8.1% |
|
| 3.0 | 944 | 11.3% |
|
| 4.0 | 681 | 8.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 1044 | 12.5% |
|
| 7.0 | 1117 | 13.3% |
|
| 8.0 | 1212 | 14.5% |
|
| 9.0 | 688 | 8.2% |
|
| 10.0 | 566 | 6.8% |
|
id
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.9602 |
|---|---|
| Minimum | 1 |
| Maximum | 22 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 8 |
| Q3 | 13 |
| 95-th percentile | 19 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 5.4913 |
|---|---|
| Coef of variation | 0.61285 |
| Kurtosis | -0.87163 |
| Mean | 8.9602 |
| MAD | 4.6434 |
| Skewness | 0.37688 |
| Sum | 75060 |
| Variance | 30.155 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 552 | 6.6% |
|
| 2.0 | 552 | 6.6% |
|
| 6.0 | 552 | 6.6% |
|
| 4.0 | 547 | 6.5% |
|
| 5.0 | 547 | 6.5% |
|
| 3.0 | 541 | 6.5% |
|
| 8.0 | 505 | 6.0% |
|
| 7.0 | 505 | 6.0% |
|
| 10.0 | 480 | 5.7% |
|
| 9.0 | 479 | 5.7% |
|
| Other values (12) | 3117 | 37.2% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 552 | 6.6% |
|
| 2.0 | 552 | 6.6% |
|
| 3.0 | 541 | 6.5% |
|
| 4.0 | 547 | 6.5% |
|
| 5.0 | 547 | 6.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18.0 | 237 | 2.8% |
|
| 19.0 | 178 | 2.1% |
|
| 20.0 | 160 | 1.9% |
|
| 21.0 | 86 | 1.0% |
|
| 22.0 | 43 | 0.5% |
|
idg
Highly correlated
This variable is highly correlated with id and should be ignored for analysis
| Correlation | 0.99803 |
|---|
iid
Numeric
| Distinct count | 551 |
|---|---|
| Unique (%) | 6.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 283.68 |
|---|---|
| Minimum | 1 |
| Maximum | 552 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 154 |
| Median | 281 |
| Q3 | 407 |
| 95-th percentile | 533 |
| Maximum | 552 |
| Range | 551 |
| Interquartile range | 253 |
Descriptive statistics
| Standard deviation | 158.58 |
|---|---|
| Coef of variation | 0.55903 |
| Kurtosis | -1.1267 |
| Mean | 283.68 |
| MAD | 135.32 |
| Skewness | -0.0019407 |
| Sum | 2376637 |
| Variance | 25149 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 551 | 22 | 0.3% |
|
| 517 | 22 | 0.3% |
|
| 543 | 22 | 0.3% |
|
| 516 | 22 | 0.3% |
|
| 524 | 22 | 0.3% |
|
| 532 | 22 | 0.3% |
|
| 540 | 22 | 0.3% |
|
| 548 | 22 | 0.3% |
|
| 509 | 22 | 0.3% |
|
| 525 | 22 | 0.3% |
|
| Other values (541) | 8158 | 97.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 10 | 0.1% |
|
| 2 | 10 | 0.1% |
|
| 3 | 10 | 0.1% |
|
| 4 | 10 | 0.1% |
|
| 5 | 10 | 0.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 548 | 22 | 0.3% |
|
| 549 | 22 | 0.3% |
|
| 550 | 22 | 0.3% |
|
| 551 | 22 | 0.3% |
|
| 552 | 22 | 0.3% |
|
imprace
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.7848 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 2.8457 |
|---|---|
| Coef of variation | 0.75188 |
| Kurtosis | -0.91022 |
| Mean | 3.7848 |
| MAD | 2.4813 |
| Skewness | 0.65834 |
| Sum | 31410 |
| Variance | 8.0981 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2798 | 33.4% |
|
| 3.0 | 983 | 11.7% |
|
| 2.0 | 954 | 11.4% |
|
| 8.0 | 663 | 7.9% |
|
| 5.0 | 657 | 7.8% |
|
| 7.0 | 543 | 6.5% |
|
| 6.0 | 524 | 6.3% |
|
| 4.0 | 510 | 6.1% |
|
| 9.0 | 409 | 4.9% |
|
| 10.0 | 250 | 3.0% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% |
|
| 1.0 | 2798 | 33.4% |
|
| 2.0 | 954 | 11.4% |
|
| 3.0 | 983 | 11.7% |
|
| 4.0 | 510 | 6.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 524 | 6.3% |
|
| 7.0 | 543 | 6.5% |
|
| 8.0 | 663 | 7.9% |
|
| 9.0 | 409 | 4.9% |
|
| 10.0 | 250 | 3.0% |
|
imprelig
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.6516 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 2.8052 |
|---|---|
| Coef of variation | 0.76821 |
| Kurtosis | -0.69474 |
| Mean | 3.6516 |
| MAD | 2.4269 |
| Skewness | 0.74513 |
| Sum | 30305 |
| Variance | 7.8694 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3032 | 36.2% |
|
| 3.0 | 929 | 11.1% |
|
| 2.0 | 863 | 10.3% |
|
| 5.0 | 697 | 8.3% |
|
| 6.0 | 661 | 7.9% |
|
| 4.0 | 524 | 6.3% |
|
| 8.0 | 517 | 6.2% |
|
| 7.0 | 467 | 5.6% |
|
| 10.0 | 327 | 3.9% |
|
| 9.0 | 282 | 3.4% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 3032 | 36.2% |
|
| 2.0 | 863 | 10.3% |
|
| 3.0 | 929 | 11.1% |
|
| 4.0 | 524 | 6.3% |
|
| 5.0 | 697 | 8.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 661 | 7.9% |
|
| 7.0 | 467 | 5.6% |
|
| 8.0 | 517 | 6.2% |
|
| 9.0 | 282 | 3.4% |
|
| 10.0 | 327 | 3.9% |
|
income
Categorical
| Distinct count | 262 |
|---|---|
| Unique (%) | 3.1% |
| Missing (%) | 48.9% |
| Missing (n) | 4099 |
| 55,080.00 |
|
|---|---|
| 53,229.00 |
|
| 25,401.00 |
|
| Other values (258) |
4075
|
| (Missing) |
4099
|
| Value | Count | Frequency (%) | |
| 55,080.00 | 124 | 1.5% |
|
| 53,229.00 | 41 | 0.5% |
|
| 25,401.00 | 39 | 0.5% |
|
| 33,772.00 | 37 | 0.4% |
|
| 78,704.00 | 37 | 0.4% |
|
| 49,409.00 | 37 | 0.4% |
|
| 80,006.00 | 34 | 0.4% |
|
| 69,487.00 | 30 | 0.4% |
|
| 52,010.00 | 29 | 0.3% |
|
| 16,767.00 | 28 | 0.3% |
|
| Other values (251) | 3843 | 45.9% |
|
| (Missing) | 4099 | 48.9% |
|
int_corr
Numeric
| Distinct count | 156 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 1.9% |
| Missing (n) | 158 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.19601 |
|---|---|
| Minimum | -0.83 |
| Maximum | 0.91 |
| Zeros (%) | 0.9% |
Quantile statistics
| Minimum | -0.83 |
|---|---|
| 5-th percentile | -0.34 |
| Q1 | -0.02 |
| Median | 0.21 |
| Q3 | 0.43 |
| 95-th percentile | 0.65 |
| Maximum | 0.91 |
| Range | 1.74 |
| Interquartile range | 0.45 |
Descriptive statistics
| Standard deviation | 0.30354 |
|---|---|
| Coef of variation | 1.5486 |
| Kurtosis | -0.51742 |
| Mean | 0.19601 |
| MAD | 0.25008 |
| Skewness | -0.25981 |
| Sum | 1611.2 |
| Variance | 0.092136 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 0.31 | 140 | 1.7% |
|
| 0.13 | 124 | 1.5% |
|
| 0.24 | 116 | 1.4% |
|
| 0.19 | 112 | 1.3% |
|
| 0.11 | 112 | 1.3% |
|
| 0.43 | 110 | 1.3% |
|
| 0.09 | 109 | 1.3% |
|
| 0.34 | 106 | 1.3% |
|
| 0.32 | 106 | 1.3% |
|
| 0.27 | 104 | 1.2% |
|
| Other values (145) | 7081 | 84.5% |
|
| (Missing) | 158 | 1.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.83 | 2 | 0.0% |
|
| -0.73 | 2 | 0.0% |
|
| -0.7 | 2 | 0.0% |
|
| -0.64 | 2 | 0.0% |
|
| -0.63 | 6 | 0.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.85 | 8 | 0.1% |
|
| 0.87 | 2 | 0.0% |
|
| 0.88 | 2 | 0.0% |
|
| 0.9 | 4 | 0.0% |
|
| 0.91 | 2 | 0.0% |
|
intel
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 3.5% |
| Missing (n) | 296 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.3686 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.5505 |
|---|---|
| Coef of variation | 0.21041 |
| Kurtosis | 0.75552 |
| Mean | 7.3686 |
| MAD | 1.2309 |
| Skewness | -0.5452 |
| Sum | 59553 |
| Variance | 2.4039 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2199 | 26.2% |
|
| 7.0 | 2023 | 24.1% |
|
| 6.0 | 1155 | 13.8% |
|
| 9.0 | 1106 | 13.2% |
|
| 10.0 | 675 | 8.1% |
|
| 5.0 | 630 | 7.5% |
|
| 4.0 | 161 | 1.9% |
|
| 3.0 | 69 | 0.8% |
|
| 2.0 | 34 | 0.4% |
|
| 1.0 | 13 | 0.2% |
|
| Other values (7) | 17 | 0.2% |
|
| (Missing) | 296 | 3.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5 | 0.1% |
|
| 1.0 | 13 | 0.2% |
|
| 2.0 | 34 | 0.4% |
|
| 2.5 | 1 | 0.0% |
|
| 3.0 | 69 | 0.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 2199 | 26.2% |
|
| 8.5 | 2 | 0.0% |
|
| 9.0 | 1106 | 13.2% |
|
| 9.5 | 1 | 0.0% |
|
| 10.0 | 675 | 8.1% |
|
intel1_1
Numeric
| Distinct count | 66 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 20.266 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 17.39 |
| Median | 20 |
| Q3 | 23.81 |
| 95-th percentile | 30 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 6.42 |
Descriptive statistics
| Standard deviation | 6.783 |
|---|---|
| Coef of variation | 0.33471 |
| Kurtosis | 3.1464 |
| Mean | 20.266 |
| MAD | 4.4255 |
| Skewness | 0.57874 |
| Sum | 168180 |
| Variance | 46.009 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 2715 | 32.4% |
|
| 25.0 | 989 | 11.8% |
|
| 30.0 | 649 | 7.7% |
|
| 15.0 | 634 | 7.6% |
|
| 10.0 | 610 | 7.3% |
|
| 18.0 | 298 | 3.6% |
|
| 19.0 | 135 | 1.6% |
|
| 35.0 | 135 | 1.6% |
|
| 16.0 | 130 | 1.6% |
|
| 19.23 | 90 | 1.1% |
|
| Other values (55) | 1914 | 22.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 83 | 1.0% |
|
| 1.0 | 28 | 0.3% |
|
| 2.0 | 9 | 0.1% |
|
| 5.0 | 89 | 1.1% |
|
| 8.0 | 22 | 0.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 35.0 | 135 | 1.6% |
|
| 40.0 | 69 | 0.8% |
|
| 42.86 | 14 | 0.2% |
|
| 45.0 | 31 | 0.4% |
|
| 50.0 | 48 | 0.6% |
|
intel1_2
Numeric
| Distinct count | 68 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.814 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 1.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 15 |
| Median | 19.05 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 6.5359 |
|---|---|
| Coef of variation | 0.3669 |
| Kurtosis | 1.8808 |
| Mean | 17.814 |
| MAD | 4.658 |
| Skewness | 0.094876 |
| Sum | 132940 |
| Variance | 42.718 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 2283 | 27.2% |
|
| 15.0 | 1039 | 12.4% |
|
| 10.0 | 882 | 10.5% |
|
| 25.0 | 473 | 5.6% |
|
| 30.0 | 358 | 4.3% |
|
| 5.0 | 207 | 2.5% |
|
| 18.0 | 188 | 2.2% |
|
| 0.0 | 151 | 1.8% |
|
| 19.0 | 120 | 1.4% |
|
| 40.0 | 115 | 1.4% |
|
| Other values (57) | 1647 | 19.7% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 151 | 1.8% |
|
| 1.0 | 20 | 0.2% |
|
| 2.0 | 29 | 0.3% |
|
| 5.0 | 207 | 2.5% |
|
| 7.0 | 21 | 0.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23.81 | 16 | 0.2% |
|
| 25.0 | 473 | 5.6% |
|
| 30.0 | 358 | 4.3% |
|
| 35.0 | 14 | 0.2% |
|
| 40.0 | 115 | 1.4% |
|
intel1_3
Numeric
| Distinct count | 45 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19.411 |
|---|---|
| Minimum | 0 |
| Maximum | 45 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 16.67 |
| Median | 20 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range | 3.33 |
Descriptive statistics
| Standard deviation | 6.1245 |
|---|---|
| Coef of variation | 0.31551 |
| Kurtosis | 2.6106 |
| Mean | 19.411 |
| MAD | 4.0983 |
| Skewness | 0.75202 |
| Sum | 77141 |
| Variance | 37.51 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 1254 | 15.0% |
|
| 10.0 | 438 | 5.2% |
|
| 15.0 | 407 | 4.9% |
|
| 25.0 | 390 | 4.7% |
|
| 30.0 | 270 | 3.2% |
|
| 16.67 | 162 | 1.9% |
|
| 18.0 | 146 | 1.7% |
|
| 17.39 | 68 | 0.8% |
|
| 40.0 | 63 | 0.8% |
|
| 19.61 | 56 | 0.7% |
|
| Other values (34) | 720 | 8.6% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 21 | 0.3% |
|
| 5.0 | 19 | 0.2% |
|
| 10.0 | 438 | 5.2% |
|
| 13.0 | 21 | 0.3% |
|
| 15.0 | 407 | 4.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.0 | 390 | 4.7% |
|
| 30.0 | 270 | 3.2% |
|
| 35.0 | 18 | 0.2% |
|
| 40.0 | 63 | 0.8% |
|
| 45.0 | 18 | 0.2% |
|
intel1_s
Numeric
| Distinct count | 65 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 51.1% |
| Missing (n) | 4282 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.244 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| Median | 18.42 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.5964 |
|---|---|
| Coef of variation | 0.38254 |
| Kurtosis | 0.5035 |
| Mean | 17.244 |
| MAD | 5.0178 |
| Skewness | 0.10922 |
| Sum | 70630 |
| Variance | 43.513 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 859 | 10.3% |
|
| 10.0 | 444 | 5.3% |
|
| 30.0 | 273 | 3.3% |
|
| 15.0 | 216 | 2.6% |
|
| 9.0 | 148 | 1.8% |
|
| 8.0 | 134 | 1.6% |
|
| 25.0 | 127 | 1.5% |
|
| 18.0 | 112 | 1.3% |
|
| 7.0 | 102 | 1.2% |
|
| 6.0 | 81 | 1.0% |
|
| Other values (54) | 1600 | 19.1% |
|
| (Missing) | 4282 | 51.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 28 | 0.3% |
|
| 1.0 | 18 | 0.2% |
|
| 4.0 | 6 | 0.1% |
|
| 5.0 | 66 | 0.8% |
|
| 6.0 | 81 | 1.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24.32 | 20 | 0.2% |
|
| 25.0 | 127 | 1.5% |
|
| 30.0 | 273 | 3.3% |
|
| 35.0 | 6 | 0.1% |
|
| 40.0 | 29 | 0.3% |
|
intel2_1
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.417 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 3.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| Median | 15 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.2633 |
|---|---|
| Coef of variation | 0.43444 |
| Kurtosis | 0.79504 |
| Mean | 14.417 |
| MAD | 4.9318 |
| Skewness | 0.20694 |
| Sum | 119650 |
| Variance | 39.229 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 2176 | 26.0% |
|
| 20.0 | 1482 | 17.7% |
|
| 15.0 | 1194 | 14.3% |
|
| 5.0 | 455 | 5.4% |
|
| 25.0 | 326 | 3.9% |
|
| 0.0 | 254 | 3.0% |
|
| 30.0 | 188 | 2.2% |
|
| 16.0 | 128 | 1.5% |
|
| 16.67 | 128 | 1.5% |
|
| 18.0 | 116 | 1.4% |
|
| Other values (68) | 1852 | 22.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 254 | 3.0% |
|
| 1.0 | 43 | 0.5% |
|
| 2.0 | 28 | 0.3% |
|
| 4.0 | 14 | 0.2% |
|
| 5.0 | 455 | 5.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23.0 | 21 | 0.3% |
|
| 24.0 | 18 | 0.2% |
|
| 25.0 | 326 | 3.9% |
|
| 30.0 | 188 | 2.2% |
|
| 40.0 | 31 | 0.4% |
|
intel2_2
Numeric
| Distinct count | 70 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.958 |
|---|---|
| Minimum | 0 |
| Maximum | 30.77 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| Median | 15 |
| Q3 | 17.39 |
| 95-th percentile | 20 |
| Maximum | 30.77 |
| Range | 30.77 |
| Interquartile range | 7.39 |
Descriptive statistics
| Standard deviation | 5.3986 |
|---|---|
| Coef of variation | 0.38677 |
| Kurtosis | 0.371 |
| Mean | 13.958 |
| MAD | 4.3515 |
| Skewness | 0.060596 |
| Sum | 80609 |
| Variance | 29.145 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1534 | 18.3% |
|
| 15.0 | 822 | 9.8% |
|
| 20.0 | 815 | 9.7% |
|
| 5.0 | 408 | 4.9% |
|
| 16.67 | 119 | 1.4% |
|
| 16.0 | 108 | 1.3% |
|
| 25.0 | 90 | 1.1% |
|
| 0.0 | 80 | 1.0% |
|
| 30.0 | 73 | 0.9% |
|
| 13.95 | 72 | 0.9% |
|
| Other values (59) | 1654 | 19.7% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 80 | 1.0% |
|
| 2.0 | 27 | 0.3% |
|
| 3.0 | 14 | 0.2% |
|
| 4.0 | 20 | 0.2% |
|
| 5.0 | 408 | 4.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 21.05 | 30 | 0.4% |
|
| 22.0 | 21 | 0.3% |
|
| 25.0 | 90 | 1.1% |
|
| 30.0 | 73 | 0.9% |
|
| 30.77 | 20 | 0.2% |
|
intel2_3
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.953 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros (%) | 1.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 7.0107 |
|---|---|
| Coef of variation | 0.58653 |
| Kurtosis | 9.7846 |
| Mean | 11.953 |
| MAD | 5.4374 |
| Skewness | 1.8582 |
| Sum | 35368 |
| Variance | 49.149 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 625 | 7.5% |
|
| 15.0 | 511 | 6.1% |
|
| 20.0 | 486 | 5.8% |
|
| 7.0 | 321 | 3.8% |
|
| 8.0 | 266 | 3.2% |
|
| 5.0 | 172 | 2.1% |
|
| 0.0 | 132 | 1.6% |
|
| 6.0 | 131 | 1.6% |
|
| 9.0 | 92 | 1.1% |
|
| 25.0 | 60 | 0.7% |
|
| Other values (7) | 163 | 1.9% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 132 | 1.6% |
|
| 4.0 | 45 | 0.5% |
|
| 5.0 | 172 | 2.1% |
|
| 6.0 | 131 | 1.6% |
|
| 7.0 | 321 | 3.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.0 | 9 | 0.1% |
|
| 23.0 | 21 | 0.3% |
|
| 25.0 | 60 | 0.7% |
|
| 30.0 | 31 | 0.4% |
|
| 60.0 | 15 | 0.2% |
|
intel3_1
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 1.3% |
| Missing (n) | 105 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.404 |
|---|---|
| Minimum | 3 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 7 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.0766 |
|---|---|
| Coef of variation | 0.12811 |
| Kurtosis | 0.79675 |
| Mean | 8.404 |
| MAD | 0.88282 |
| Skewness | -0.55901 |
| Sum | 69526 |
| Variance | 1.1591 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2872 | 34.3% |
|
| 9.0 | 2627 | 31.4% |
|
| 10.0 | 1307 | 15.6% |
|
| 7.0 | 1158 | 13.8% |
|
| 6.0 | 214 | 2.6% |
|
| 5.0 | 76 | 0.9% |
|
| 4.0 | 10 | 0.1% |
|
| 3.0 | 9 | 0.1% |
|
| (Missing) | 105 | 1.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 9 | 0.1% |
|
| 4.0 | 10 | 0.1% |
|
| 5.0 | 76 | 0.9% |
|
| 6.0 | 214 | 2.6% |
|
| 7.0 | 1158 | 13.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 214 | 2.6% |
|
| 7.0 | 1158 | 13.8% |
|
| 8.0 | 2872 | 34.3% |
|
| 9.0 | 2627 | 31.4% |
|
| 10.0 | 1307 | 15.6% |
|
intel3_2
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.2389 |
|---|---|
| Minimum | 4 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.1803 |
|---|---|
| Coef of variation | 0.14326 |
| Kurtosis | 0.36181 |
| Mean | 8.2389 |
| MAD | 0.94234 |
| Skewness | -0.56917 |
| Sum | 61487 |
| Variance | 1.3931 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2430 | 29.0% |
|
| 9.0 | 2216 | 26.5% |
|
| 7.0 | 1245 | 14.9% |
|
| 10.0 | 1039 | 12.4% |
|
| 6.0 | 369 | 4.4% |
|
| 5.0 | 128 | 1.5% |
|
| 4.0 | 36 | 0.4% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4.0 | 36 | 0.4% |
|
| 5.0 | 128 | 1.5% |
|
| 6.0 | 369 | 4.4% |
|
| 7.0 | 1245 | 14.9% |
|
| 8.0 | 2430 | 29.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 369 | 4.4% |
|
| 7.0 | 1245 | 14.9% |
|
| 8.0 | 2430 | 29.0% |
|
| 9.0 | 2216 | 26.5% |
|
| 10.0 | 1039 | 12.4% |
|
intel3_3
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.3888 |
|---|---|
| Minimum | 3 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 9 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.4591 |
|---|---|
| Coef of variation | 0.17393 |
| Kurtosis | 1.869 |
| Mean | 8.3888 |
| MAD | 1.0637 |
| Skewness | 0.0026146 |
| Sum | 33337 |
| Variance | 2.129 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1338 | 16.0% |
|
| 9.0 | 1322 | 15.8% |
|
| 7.0 | 510 | 6.1% |
|
| 10.0 | 288 | 3.4% |
|
| 12.0 | 233 | 2.8% |
|
| 6.0 | 137 | 1.6% |
|
| 5.0 | 105 | 1.3% |
|
| 3.0 | 22 | 0.3% |
|
| 4.0 | 19 | 0.2% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 22 | 0.3% |
|
| 4.0 | 19 | 0.2% |
|
| 5.0 | 105 | 1.3% |
|
| 6.0 | 137 | 1.6% |
|
| 7.0 | 510 | 6.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 510 | 6.1% |
|
| 8.0 | 1338 | 16.0% |
|
| 9.0 | 1322 | 15.8% |
|
| 10.0 | 288 | 3.4% |
|
| 12.0 | 233 | 2.8% |
|
intel3_s
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.3% |
| Missing (n) | 4378 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.2577 |
|---|---|
| Minimum | 4 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.1793 |
|---|---|
| Coef of variation | 0.14281 |
| Kurtosis | 0.49795 |
| Mean | 8.2577 |
| MAD | 0.93612 |
| Skewness | -0.57886 |
| Sum | 33031 |
| Variance | 1.3908 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1368 | 16.3% |
|
| 9.0 | 1104 | 13.2% |
|
| 7.0 | 706 | 8.4% |
|
| 10.0 | 600 | 7.2% |
|
| 5.0 | 124 | 1.5% |
|
| 6.0 | 82 | 1.0% |
|
| 4.0 | 10 | 0.1% |
|
| 9.5 | 6 | 0.1% |
|
| (Missing) | 4378 | 52.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4.0 | 10 | 0.1% |
|
| 5.0 | 124 | 1.5% |
|
| 6.0 | 82 | 1.0% |
|
| 7.0 | 706 | 8.4% |
|
| 8.0 | 1368 | 16.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 706 | 8.4% |
|
| 8.0 | 1368 | 16.3% |
|
| 9.0 | 1104 | 13.2% |
|
| 9.5 | 6 | 0.1% |
|
| 10.0 | 600 | 7.2% |
|
intel4_1
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 22.5% |
| Missing (n) | 1889 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.636 |
|---|---|
| Minimum | 0 |
| Maximum | 35 |
| Zeros (%) | 1.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 8 |
| Median | 10 |
| Q3 | 16 |
| 95-th percentile | 25 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 6.7175 |
|---|---|
| Coef of variation | 0.5316 |
| Kurtosis | 0.15703 |
| Mean | 12.636 |
| MAD | 5.569 |
| Skewness | 0.67812 |
| Sum | 81997 |
| Variance | 45.124 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1536 | 18.3% |
|
| 20.0 | 1064 | 12.7% |
|
| 15.0 | 997 | 11.9% |
|
| 5.0 | 438 | 5.2% |
|
| 7.0 | 415 | 5.0% |
|
| 8.0 | 388 | 4.6% |
|
| 6.0 | 292 | 3.5% |
|
| 30.0 | 244 | 2.9% |
|
| 25.0 | 186 | 2.2% |
|
| 9.0 | 181 | 2.2% |
|
| Other values (14) | 748 | 8.9% |
|
| (Missing) | 1889 | 22.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 125 | 1.5% |
|
| 1.0 | 49 | 0.6% |
|
| 2.0 | 60 | 0.7% |
|
| 3.0 | 20 | 0.2% |
|
| 4.0 | 101 | 1.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 1064 | 12.7% |
|
| 22.0 | 9 | 0.1% |
|
| 25.0 | 186 | 2.2% |
|
| 30.0 | 244 | 2.9% |
|
| 35.0 | 14 | 0.2% |
|
intel4_2
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.103 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 1.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 5.9906 |
|---|---|
| Coef of variation | 0.49497 |
| Kurtosis | 1.1905 |
| Mean | 12.103 |
| MAD | 4.9928 |
| Skewness | 0.70178 |
| Sum | 69895 |
| Variance | 35.887 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1515 | 18.1% |
|
| 15.0 | 995 | 11.9% |
|
| 20.0 | 989 | 11.8% |
|
| 5.0 | 440 | 5.3% |
|
| 8.0 | 387 | 4.6% |
|
| 7.0 | 343 | 4.1% |
|
| 6.0 | 251 | 3.0% |
|
| 9.0 | 128 | 1.5% |
|
| 0.0 | 98 | 1.2% |
|
| 17.0 | 90 | 1.1% |
|
| Other values (15) | 539 | 6.4% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 98 | 1.2% |
|
| 1.0 | 38 | 0.5% |
|
| 2.0 | 49 | 0.6% |
|
| 3.0 | 14 | 0.2% |
|
| 4.0 | 72 | 0.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 989 | 11.8% |
|
| 25.0 | 52 | 0.6% |
|
| 30.0 | 48 | 0.6% |
|
| 35.0 | 9 | 0.1% |
|
| 40.0 | 21 | 0.3% |
|
intel4_3
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.525 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 1.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 6.0042 |
|---|---|
| Coef of variation | 0.52098 |
| Kurtosis | -0.41318 |
| Mean | 11.525 |
| MAD | 5.098 |
| Skewness | 0.49627 |
| Sum | 34102 |
| Variance | 36.051 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 659 | 7.9% |
|
| 20.0 | 533 | 6.4% |
|
| 15.0 | 433 | 5.2% |
|
| 7.0 | 351 | 4.2% |
|
| 5.0 | 274 | 3.3% |
|
| 6.0 | 193 | 2.3% |
|
| 8.0 | 161 | 1.9% |
|
| 0.0 | 93 | 1.1% |
|
| 9.0 | 61 | 0.7% |
|
| 25.0 | 60 | 0.7% |
|
| Other values (6) | 141 | 1.7% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 93 | 1.1% |
|
| 3.0 | 20 | 0.2% |
|
| 4.0 | 16 | 0.2% |
|
| 5.0 | 274 | 3.3% |
|
| 6.0 | 193 | 2.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 16.0 | 21 | 0.3% |
|
| 17.0 | 42 | 0.5% |
|
| 20.0 | 533 | 6.4% |
|
| 25.0 | 60 | 0.7% |
|
| 30.0 | 21 | 0.3% |
|
intel5_1
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 41.4% |
| Missing (n) | 3472 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.2843 |
|---|---|
| Minimum | 3 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 7 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.2837 |
|---|---|
| Coef of variation | 0.15495 |
| Kurtosis | 1.0812 |
| Mean | 8.2843 |
| MAD | 1.0165 |
| Skewness | -0.80846 |
| Sum | 40643 |
| Variance | 1.6478 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1525 | 18.2% |
|
| 9.0 | 1353 | 16.1% |
|
| 10.0 | 889 | 10.6% |
|
| 7.0 | 757 | 9.0% |
|
| 6.0 | 263 | 3.1% |
|
| 4.0 | 78 | 0.9% |
|
| 5.0 | 32 | 0.4% |
|
| 3.0 | 9 | 0.1% |
|
| (Missing) | 3472 | 41.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 9 | 0.1% |
|
| 4.0 | 78 | 0.9% |
|
| 5.0 | 32 | 0.4% |
|
| 6.0 | 263 | 3.1% |
|
| 7.0 | 757 | 9.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 263 | 3.1% |
|
| 7.0 | 757 | 9.0% |
|
| 8.0 | 1525 | 18.2% |
|
| 9.0 | 1353 | 16.1% |
|
| 10.0 | 889 | 10.6% |
|
intel5_2
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 47.8% |
| Missing (n) | 4001 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.8387 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.2809 |
|---|---|
| Coef of variation | 0.16341 |
| Kurtosis | 1.2638 |
| Mean | 7.8387 |
| MAD | 0.9879 |
| Skewness | -0.6491 |
| Sum | 34310 |
| Variance | 1.6408 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1440 | 17.2% |
|
| 7.0 | 1005 | 12.0% |
|
| 9.0 | 988 | 11.8% |
|
| 6.0 | 419 | 5.0% |
|
| 10.0 | 362 | 4.3% |
|
| 5.0 | 113 | 1.3% |
|
| 4.0 | 32 | 0.4% |
|
| 2.0 | 18 | 0.2% |
|
| (Missing) | 4001 | 47.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 18 | 0.2% |
|
| 4.0 | 32 | 0.4% |
|
| 5.0 | 113 | 1.3% |
|
| 6.0 | 419 | 5.0% |
|
| 7.0 | 1005 | 12.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 419 | 5.0% |
|
| 7.0 | 1005 | 12.0% |
|
| 8.0 | 1440 | 17.2% |
|
| 9.0 | 988 | 11.8% |
|
| 10.0 | 362 | 4.3% |
|
intel5_3
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.9325 |
|---|---|
| Minimum | 4 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.3409 |
|---|---|
| Coef of variation | 0.16903 |
| Kurtosis | -0.33087 |
| Mean | 7.9325 |
| MAD | 1.0699 |
| Skewness | -0.30707 |
| Sum | 15992 |
| Variance | 1.7979 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 542 | 6.5% |
|
| 9.0 | 457 | 5.5% |
|
| 7.0 | 454 | 5.4% |
|
| 10.0 | 268 | 3.2% |
|
| 6.0 | 232 | 2.8% |
|
| 5.0 | 41 | 0.5% |
|
| 4.0 | 22 | 0.3% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4.0 | 22 | 0.3% |
|
| 5.0 | 41 | 0.5% |
|
| 6.0 | 232 | 2.8% |
|
| 7.0 | 454 | 5.4% |
|
| 8.0 | 542 | 6.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 232 | 2.8% |
|
| 7.0 | 454 | 5.4% |
|
| 8.0 | 542 | 6.5% |
|
| 9.0 | 457 | 5.5% |
|
| 10.0 | 268 | 3.2% |
|
intel7_2
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 76.3% |
| Missing (n) | 6394 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.294 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| Median | 15 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 7.2929 |
|---|---|
| Coef of variation | 0.47685 |
| Kurtosis | 1.5483 |
| Mean | 15.294 |
| MAD | 5.7684 |
| Skewness | 0.57949 |
| Sum | 30343 |
| Variance | 53.186 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 646 | 7.7% |
|
| 20.0 | 576 | 6.9% |
|
| 15.0 | 282 | 3.4% |
|
| 30.0 | 108 | 1.3% |
|
| 0.0 | 81 | 1.0% |
|
| 5.0 | 81 | 1.0% |
|
| 25.0 | 74 | 0.9% |
|
| 16.0 | 34 | 0.4% |
|
| 14.0 | 19 | 0.2% |
|
| 19.0 | 18 | 0.2% |
|
| Other values (6) | 65 | 0.8% |
|
| (Missing) | 6394 | 76.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 81 | 1.0% |
|
| 5.0 | 81 | 1.0% |
|
| 8.0 | 10 | 0.1% |
|
| 10.0 | 646 | 7.7% |
|
| 12.0 | 15 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24.0 | 7 | 0.1% |
|
| 25.0 | 74 | 0.9% |
|
| 30.0 | 108 | 1.3% |
|
| 40.0 | 13 | 0.2% |
|
| 50.0 | 6 | 0.1% |
|
intel7_3
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.68 |
|---|---|
| Minimum | 0 |
| Maximum | 45 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| Median | 18 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 7.8801 |
|---|---|
| Coef of variation | 0.47244 |
| Kurtosis | 0.535 |
| Mean | 16.68 |
| MAD | 6.326 |
| Skewness | 0.27021 |
| Sum | 33626 |
| Variance | 62.096 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 573 | 6.8% |
|
| 10.0 | 474 | 5.7% |
|
| 15.0 | 326 | 3.9% |
|
| 30.0 | 177 | 2.1% |
|
| 25.0 | 136 | 1.6% |
|
| 5.0 | 100 | 1.2% |
|
| 0.0 | 85 | 1.0% |
|
| 18.0 | 35 | 0.4% |
|
| 19.0 | 32 | 0.4% |
|
| 13.0 | 21 | 0.3% |
|
| Other values (4) | 57 | 0.7% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 85 | 1.0% |
|
| 5.0 | 100 | 1.2% |
|
| 10.0 | 474 | 5.7% |
|
| 13.0 | 21 | 0.3% |
|
| 15.0 | 326 | 3.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.0 | 136 | 1.6% |
|
| 28.0 | 18 | 0.2% |
|
| 30.0 | 177 | 2.1% |
|
| 40.0 | 6 | 0.1% |
|
| 45.0 | 15 | 0.2% |
|
intel_o
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 3.7% |
| Missing (n) | 306 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.3693 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.5505 |
|---|---|
| Coef of variation | 0.2104 |
| Kurtosis | 0.75882 |
| Mean | 7.3693 |
| MAD | 1.2307 |
| Skewness | -0.54634 |
| Sum | 59485 |
| Variance | 2.4041 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2198 | 26.2% |
|
| 7.0 | 2021 | 24.1% |
|
| 6.0 | 1152 | 13.8% |
|
| 9.0 | 1104 | 13.2% |
|
| 10.0 | 675 | 8.1% |
|
| 5.0 | 628 | 7.5% |
|
| 4.0 | 161 | 1.9% |
|
| 3.0 | 69 | 0.8% |
|
| 2.0 | 34 | 0.4% |
|
| 1.0 | 13 | 0.2% |
|
| Other values (7) | 17 | 0.2% |
|
| (Missing) | 306 | 3.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5 | 0.1% |
|
| 1.0 | 13 | 0.2% |
|
| 2.0 | 34 | 0.4% |
|
| 2.5 | 1 | 0.0% |
|
| 3.0 | 69 | 0.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 2198 | 26.2% |
|
| 8.5 | 2 | 0.0% |
|
| 9.0 | 1104 | 13.2% |
|
| 9.5 | 1 | 0.0% |
|
| 10.0 | 675 | 8.1% |
|
length
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.8435 |
|---|---|
| Minimum | 1 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 0.97566 |
|---|---|
| Coef of variation | 0.52925 |
| Kurtosis | -1.8745 |
| Mean | 1.8435 |
| MAD | 0.9555 |
| Skewness | 0.31691 |
| Sum | 13758 |
| Variance | 0.95192 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4227 | 50.5% |
|
| 3.0 | 3059 | 36.5% |
|
| 2.0 | 177 | 2.1% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 4227 | 50.5% |
|
| 2.0 | 177 | 2.1% |
|
| 3.0 | 3059 | 36.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 4227 | 50.5% |
|
| 2.0 | 177 | 2.1% |
|
| 3.0 | 3059 | 36.5% |
|
like
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 2.9% |
| Missing (n) | 240 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.1341 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.8413 |
|---|---|
| Coef of variation | 0.30017 |
| Kurtosis | 0.1279 |
| Mean | 6.1341 |
| MAD | 1.4462 |
| Skewness | -0.45144 |
| Sum | 49919 |
| Variance | 3.3903 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1816 | 21.7% |
|
| 6.0 | 1709 | 20.4% |
|
| 5.0 | 1319 | 15.7% |
|
| 8.0 | 1274 | 15.2% |
|
| 4.0 | 645 | 7.7% |
|
| 9.0 | 412 | 4.9% |
|
| 3.0 | 396 | 4.7% |
|
| 2.0 | 223 | 2.7% |
|
| 10.0 | 182 | 2.2% |
|
| 1.0 | 110 | 1.3% |
|
| Other values (8) | 52 | 0.6% |
|
| (Missing) | 240 | 2.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% |
|
| 1.0 | 110 | 1.3% |
|
| 2.0 | 223 | 2.7% |
|
| 3.0 | 396 | 4.7% |
|
| 4.0 | 645 | 7.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.5 | 9 | 0.1% |
|
| 9.0 | 412 | 4.9% |
|
| 9.5 | 3 | 0.0% |
|
| 9.7 | 1 | 0.0% |
|
| 10.0 | 182 | 2.2% |
|
like_o
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 3.0% |
| Missing (n) | 250 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.1345 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.8413 |
|---|---|
| Coef of variation | 0.30015 |
| Kurtosis | 0.12975 |
| Mean | 6.1345 |
| MAD | 1.446 |
| Skewness | -0.45154 |
| Sum | 49861 |
| Variance | 3.3902 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1813 | 21.6% |
|
| 6.0 | 1708 | 20.4% |
|
| 5.0 | 1318 | 15.7% |
|
| 8.0 | 1272 | 15.2% |
|
| 4.0 | 644 | 7.7% |
|
| 9.0 | 412 | 4.9% |
|
| 3.0 | 394 | 4.7% |
|
| 2.0 | 223 | 2.7% |
|
| 10.0 | 182 | 2.2% |
|
| 1.0 | 110 | 1.3% |
|
| Other values (8) | 52 | 0.6% |
|
| (Missing) | 250 | 3.0% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% |
|
| 1.0 | 110 | 1.3% |
|
| 2.0 | 223 | 2.7% |
|
| 3.0 | 394 | 4.7% |
|
| 4.0 | 644 | 7.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.5 | 9 | 0.1% |
|
| 9.0 | 412 | 4.9% |
|
| 9.5 | 3 | 0.0% |
|
| 9.7 | 1 | 0.0% |
|
| 10.0 | 182 | 2.2% |
|
match
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.16472 |
|---|
| 0 |
6998
|
|---|---|
| 1 |
|
| Value | Count | Frequency (%) | |
| 0 | 6998 | 83.5% |
|
| 1 | 1380 | 16.5% |
|
match_es
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 14.0% |
| Missing (n) | 1173 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.2078 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 7.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 2.4448 |
|---|---|
| Coef of variation | 0.76214 |
| Kurtosis | 4.1573 |
| Mean | 3.2078 |
| MAD | 1.826 |
| Skewness | 1.5227 |
| Sum | 23112 |
| Variance | 5.9771 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 2.0 | 1695 | 20.2% |
|
| 3.0 | 1214 | 14.5% |
|
| 1.0 | 968 | 11.6% |
|
| 4.0 | 875 | 10.4% |
|
| 5.0 | 736 | 8.8% |
|
| 0.0 | 616 | 7.4% |
|
| 6.0 | 323 | 3.9% |
|
| 8.0 | 173 | 2.1% |
|
| 7.0 | 153 | 1.8% |
|
| 10.0 | 147 | 1.8% |
|
| Other values (7) | 305 | 3.6% |
|
| (Missing) | 1173 | 14.0% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 616 | 7.4% |
|
| 0.5 | 22 | 0.3% |
|
| 1.0 | 968 | 11.6% |
|
| 1.5 | 40 | 0.5% |
|
| 2.0 | 1695 | 20.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 173 | 2.1% |
|
| 9.0 | 115 | 1.4% |
|
| 10.0 | 147 | 1.8% |
|
| 12.0 | 33 | 0.4% |
|
| 18.0 | 20 | 0.2% |
|
met
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 4.5% |
| Missing (n) | 375 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.94877 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | 48.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 0.98989 |
|---|---|
| Coef of variation | 1.0433 |
| Kurtosis | -0.99864 |
| Mean | 0.94877 |
| MAD | 0.95956 |
| Skewness | 0.25879 |
| Sum | 7593 |
| Variance | 0.97988 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 4047 | 48.3% |
|
| 2.0 | 3597 | 42.9% |
|
| 1.0 | 351 | 4.2% |
|
| 7.0 | 3 | 0.0% |
|
| 5.0 | 2 | 0.0% |
|
| 6.0 | 1 | 0.0% |
|
| 8.0 | 1 | 0.0% |
|
| 3.0 | 1 | 0.0% |
|
| (Missing) | 375 | 4.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4047 | 48.3% |
|
| 1.0 | 351 | 4.2% |
|
| 2.0 | 3597 | 42.9% |
|
| 3.0 | 1 | 0.0% |
|
| 5.0 | 2 | 0.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 1 | 0.0% |
|
| 5.0 | 2 | 0.0% |
|
| 6.0 | 1 | 0.0% |
|
| 7.0 | 3 | 0.0% |
|
| 8.0 | 1 | 0.0% |
|
met_o
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 4.6% |
| Missing (n) | 385 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.9602 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.24592 |
|---|---|
| Coef of variation | 0.12546 |
| Kurtosis | 134 |
| Mean | 1.9602 |
| MAD | 0.084092 |
| Skewness | 3.519 |
| Sum | 15668 |
| Variance | 0.060479 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 2.0 | 7635 | 91.1% |
|
| 1.0 | 350 | 4.2% |
|
| 7.0 | 3 | 0.0% |
|
| 5.0 | 2 | 0.0% |
|
| 8.0 | 1 | 0.0% |
|
| 6.0 | 1 | 0.0% |
|
| 3.0 | 1 | 0.0% |
|
| (Missing) | 385 | 4.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 350 | 4.2% |
|
| 2.0 | 7635 | 91.1% |
|
| 3.0 | 1 | 0.0% |
|
| 5.0 | 2 | 0.0% |
|
| 6.0 | 1 | 0.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 1 | 0.0% |
|
| 5.0 | 2 | 0.0% |
|
| 6.0 | 1 | 0.0% |
|
| 7.0 | 3 | 0.0% |
|
| 8.0 | 1 | 0.0% |
|
mn_sat
Categorical
| Distinct count | 69 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 62.6% |
| Missing (n) | 5245 |
| 1,400.00 |
|
|---|---|
| 1,430.00 |
|
| 1,290.00 |
|
| Other values (65) |
2278
|
| (Missing) |
5245
|
| Value | Count | Frequency (%) | |
| 1,400.00 | 403 | 4.8% |
|
| 1,430.00 | 262 | 3.1% |
|
| 1,290.00 | 190 | 2.3% |
|
| 1,450.00 | 163 | 1.9% |
|
| 1,340.00 | 146 | 1.7% |
|
| 1,309.00 | 138 | 1.6% |
|
| 1,260.00 | 133 | 1.6% |
|
| 1,360.00 | 116 | 1.4% |
|
| 1,460.00 | 100 | 1.2% |
|
| 1,330.00 | 84 | 1.0% |
|
| Other values (58) | 1398 | 16.7% |
|
| (Missing) | 5245 | 62.6% |
|
movies
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.9196 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7009 |
|---|---|
| Coef of variation | 0.21477 |
| Kurtosis | 1.5955 |
| Mean | 7.9196 |
| MAD | 1.2904 |
| Skewness | -1.0816 |
| Sum | 65725 |
| Variance | 2.8932 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2021 | 24.1% |
|
| 9.0 | 1931 | 23.0% |
|
| 7.0 | 1528 | 18.2% |
|
| 10.0 | 1493 | 17.8% |
|
| 6.0 | 603 | 7.2% |
|
| 5.0 | 348 | 4.2% |
|
| 4.0 | 181 | 2.2% |
|
| 3.0 | 118 | 1.4% |
|
| 2.0 | 58 | 0.7% |
|
| 0.0 | 18 | 0.2% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 18 | 0.2% |
|
| 2.0 | 58 | 0.7% |
|
| 3.0 | 118 | 1.4% |
|
| 4.0 | 181 | 2.2% |
|
| 5.0 | 348 | 4.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 603 | 7.2% |
|
| 7.0 | 1528 | 18.2% |
|
| 8.0 | 2021 | 24.1% |
|
| 9.0 | 1931 | 23.0% |
|
| 10.0 | 1493 | 17.8% |
|
museums
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.9858 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.0522 |
|---|---|
| Coef of variation | 0.29377 |
| Kurtosis | -0.07363 |
| Mean | 6.9858 |
| MAD | 1.6055 |
| Skewness | -0.6096 |
| Sum | 57975 |
| Variance | 4.2117 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1801 | 21.5% |
|
| 8.0 | 1596 | 19.0% |
|
| 9.0 | 1249 | 14.9% |
|
| 6.0 | 902 | 10.8% |
|
| 10.0 | 830 | 9.9% |
|
| 5.0 | 829 | 9.9% |
|
| 4.0 | 504 | 6.0% |
|
| 3.0 | 404 | 4.8% |
|
| 2.0 | 108 | 1.3% |
|
| 1.0 | 58 | 0.7% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 18 | 0.2% |
|
| 1.0 | 58 | 0.7% |
|
| 2.0 | 108 | 1.3% |
|
| 3.0 | 404 | 4.8% |
|
| 4.0 | 504 | 6.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 902 | 10.8% |
|
| 7.0 | 1801 | 21.5% |
|
| 8.0 | 1596 | 19.0% |
|
| 9.0 | 1249 | 14.9% |
|
| 10.0 | 830 | 9.9% |
|
music
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.8511 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7918 |
|---|---|
| Coef of variation | 0.22823 |
| Kurtosis | 0.57061 |
| Mean | 7.8511 |
| MAD | 1.4379 |
| Skewness | -0.8127 |
| Sum | 65156 |
| Variance | 3.2106 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1789 | 21.4% |
|
| 8.0 | 1652 | 19.7% |
|
| 9.0 | 1633 | 19.5% |
|
| 7.0 | 1545 | 18.4% |
|
| 6.0 | 744 | 8.9% |
|
| 5.0 | 586 | 7.0% |
|
| 4.0 | 220 | 2.6% |
|
| 3.0 | 47 | 0.6% |
|
| 1.0 | 43 | 0.5% |
|
| 2.0 | 40 | 0.5% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 43 | 0.5% |
|
| 2.0 | 40 | 0.5% |
|
| 3.0 | 47 | 0.6% |
|
| 4.0 | 220 | 2.6% |
|
| 5.0 | 586 | 7.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 744 | 8.9% |
|
| 7.0 | 1545 | 18.4% |
|
| 8.0 | 1652 | 19.7% |
|
| 9.0 | 1633 | 19.5% |
|
| 10.0 | 1789 | 21.4% |
|
num_in_3
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 92.0% |
| Missing (n) | 7710 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.93413 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 1.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.7539 |
|---|---|
| Coef of variation | 0.80706 |
| Kurtosis | 5.3696 |
| Mean | 0.93413 |
| MAD | 0.44469 |
| Skewness | 1.6252 |
| Sum | 624 |
| Variance | 0.56837 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 430 | 5.1% |
|
| 0.0 | 159 | 1.9% |
|
| 2.0 | 61 | 0.7% |
|
| 4.0 | 18 | 0.2% |
|
| (Missing) | 7710 | 92.0% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 159 | 1.9% |
|
| 1.0 | 430 | 5.1% |
|
| 2.0 | 61 | 0.7% |
|
| 4.0 | 18 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 159 | 1.9% |
|
| 1.0 | 430 | 5.1% |
|
| 2.0 | 61 | 0.7% |
|
| 4.0 | 18 | 0.2% |
|
numdat_2
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 11.3% |
| Missing (n) | 945 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.3381 |
|---|---|
| Minimum | 1 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.63124 |
|---|---|
| Coef of variation | 0.26998 |
| Kurtosis | -0.68168 |
| Mean | 2.3381 |
| MAD | 0.56316 |
| Skewness | -0.41623 |
| Sum | 17379 |
| Variance | 0.39846 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 2.0 | 3622 | 43.2% |
|
| 3.0 | 3162 | 37.7% |
|
| 1.0 | 649 | 7.7% |
|
| (Missing) | 945 | 11.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 649 | 7.7% |
|
| 2.0 | 3622 | 43.2% |
|
| 3.0 | 3162 | 37.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 649 | 7.7% |
|
| 2.0 | 3622 | 43.2% |
|
| 3.0 | 3162 | 37.7% |
|
numdat_3
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 82.1% |
| Missing (n) | 6882 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.2306 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 3.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.2946 |
|---|---|
| Coef of variation | 1.052 |
| Kurtosis | 16.471 |
| Mean | 1.2306 |
| MAD | 0.75582 |
| Skewness | 3.3927 |
| Sum | 1841 |
| Variance | 1.6759 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 888 | 10.6% |
|
| 0.0 | 293 | 3.5% |
|
| 2.0 | 181 | 2.2% |
|
| 4.0 | 63 | 0.8% |
|
| 3.0 | 50 | 0.6% |
|
| 9.0 | 21 | 0.3% |
|
| (Missing) | 6882 | 82.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 293 | 3.5% |
|
| 1.0 | 888 | 10.6% |
|
| 2.0 | 181 | 2.2% |
|
| 3.0 | 50 | 0.6% |
|
| 4.0 | 63 | 0.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 888 | 10.6% |
|
| 2.0 | 181 | 2.2% |
|
| 3.0 | 50 | 0.6% |
|
| 4.0 | 63 | 0.8% |
|
| 9.0 | 21 | 0.3% |
|
order
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.9277 |
|---|---|
| Minimum | 1 |
| Maximum | 22 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 8 |
| Q3 | 13 |
| 95-th percentile | 19 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 5.477 |
|---|---|
| Coef of variation | 0.61349 |
| Kurtosis | -0.85988 |
| Mean | 8.9277 |
| MAD | 4.6256 |
| Skewness | 0.38531 |
| Sum | 74796 |
| Variance | 29.998 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1 | 551 | 6.6% |
|
| 5 | 551 | 6.6% |
|
| 2 | 551 | 6.6% |
|
| 4 | 551 | 6.6% |
|
| 3 | 551 | 6.6% |
|
| 6 | 541 | 6.5% |
|
| 7 | 514 | 6.1% |
|
| 8 | 508 | 6.1% |
|
| 9 | 502 | 6.0% |
|
| 10 | 474 | 5.7% |
|
| Other values (12) | 3084 | 36.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 551 | 6.6% |
|
| 2 | 551 | 6.6% |
|
| 3 | 551 | 6.6% |
|
| 4 | 551 | 6.6% |
|
| 5 | 551 | 6.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 253 | 3.0% |
|
| 19 | 178 | 2.1% |
|
| 20 | 144 | 1.7% |
|
| 21 | 86 | 1.0% |
|
| 22 | 44 | 0.5% |
|
partner
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.9636 |
|---|---|
| Minimum | 1 |
| Maximum | 22 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 8 |
| Q3 | 13 |
| 95-th percentile | 19 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 5.4911 |
|---|---|
| Coef of variation | 0.6126 |
| Kurtosis | -0.86971 |
| Mean | 8.9636 |
| MAD | 4.6425 |
| Skewness | 0.37752 |
| Sum | 75097 |
| Variance | 30.152 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1 | 551 | 6.6% |
|
| 6 | 551 | 6.6% |
|
| 2 | 551 | 6.6% |
|
| 5 | 546 | 6.5% |
|
| 4 | 546 | 6.5% |
|
| 3 | 540 | 6.4% |
|
| 7 | 514 | 6.1% |
|
| 8 | 504 | 6.0% |
|
| 10 | 479 | 5.7% |
|
| 9 | 478 | 5.7% |
|
| Other values (12) | 3118 | 37.2% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 551 | 6.6% |
|
| 2 | 551 | 6.6% |
|
| 3 | 540 | 6.4% |
|
| 4 | 546 | 6.5% |
|
| 5 | 546 | 6.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 237 | 2.8% |
|
| 19 | 178 | 2.1% |
|
| 20 | 160 | 1.9% |
|
| 21 | 86 | 1.0% |
|
| 22 | 44 | 0.5% |
|
pf_o_amb
Numeric
| Distinct count | 83 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 1.3% |
| Missing (n) | 107 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.685 |
|---|---|
| Minimum | 0 |
| Maximum | 53 |
| Zeros (%) | 9.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 53 |
| Range | 53 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.1265 |
|---|---|
| Coef of variation | 0.57336 |
| Kurtosis | 1.855 |
| Mean | 10.685 |
| MAD | 4.8915 |
| Skewness | 0.25226 |
| Sum | 88379 |
| Variance | 37.535 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 2006 | 23.9% |
|
| 15.0 | 1182 | 14.1% |
|
| 5.0 | 1155 | 13.8% |
|
| 0.0 | 825 | 9.8% |
|
| 20.0 | 515 | 6.1% |
|
| 16.0 | 169 | 2.0% |
|
| 18.0 | 147 | 1.8% |
|
| 14.0 | 136 | 1.6% |
|
| 8.0 | 117 | 1.4% |
|
| 12.0 | 92 | 1.1% |
|
| Other values (72) | 1927 | 23.0% |
|
| (Missing) | 107 | 1.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 825 | 9.8% |
|
| 1.0 | 46 | 0.5% |
|
| 2.0 | 63 | 0.8% |
|
| 2.33 | 20 | 0.2% |
|
| 2.38 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.41 | 10 | 0.1% |
|
| 20.59 | 20 | 0.2% |
|
| 25.0 | 37 | 0.4% |
|
| 30.0 | 18 | 0.2% |
|
| 53.0 | 10 | 0.1% |
|
pf_o_att
Numeric
| Distinct count | 95 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 1.1% |
| Missing (n) | 89 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 22.495 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| Median | 20 |
| Q3 | 25 |
| 95-th percentile | 50 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 12.57 |
|---|---|
| Coef of variation | 0.55877 |
| Kurtosis | 7.0077 |
| Mean | 22.495 |
| MAD | 8.7243 |
| Skewness | 2.176 |
| Sum | 186460 |
| Variance | 158 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 1670 | 19.9% |
|
| 15.0 | 868 | 10.4% |
|
| 25.0 | 818 | 9.8% |
|
| 10.0 | 807 | 9.6% |
|
| 30.0 | 679 | 8.1% |
|
| 40.0 | 356 | 4.2% |
|
| 50.0 | 300 | 3.6% |
|
| 35.0 | 212 | 2.5% |
|
| 16.0 | 158 | 1.9% |
|
| 15.38 | 136 | 1.6% |
|
| Other values (84) | 2285 | 27.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 21 | 0.3% |
|
| 2.0 | 9 | 0.1% |
|
| 5.0 | 60 | 0.7% |
|
| 6.67 | 19 | 0.2% |
|
| 7.0 | 21 | 0.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 75.0 | 38 | 0.5% |
|
| 80.0 | 9 | 0.1% |
|
| 90.0 | 9 | 0.1% |
|
| 95.0 | 18 | 0.2% |
|
| 100.0 | 10 | 0.1% |
|
pf_o_fun
Numeric
| Distinct count | 72 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 1.2% |
| Missing (n) | 98 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.46 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| Median | 18 |
| Q3 | 20 |
| 95-th percentile | 27 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 6.0855 |
|---|---|
| Coef of variation | 0.34855 |
| Kurtosis | 2.8843 |
| Mean | 17.46 |
| MAD | 4.5175 |
| Skewness | 0.56749 |
| Sum | 144570 |
| Variance | 37.034 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 2233 | 26.7% |
|
| 15.0 | 1211 | 14.5% |
|
| 10.0 | 1177 | 14.0% |
|
| 25.0 | 568 | 6.8% |
|
| 30.0 | 296 | 3.5% |
|
| 5.0 | 245 | 2.9% |
|
| 18.0 | 214 | 2.6% |
|
| 16.0 | 196 | 2.3% |
|
| 17.0 | 133 | 1.6% |
|
| 19.23 | 130 | 1.6% |
|
| Other values (61) | 1877 | 22.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 32 | 0.4% |
|
| 1.0 | 18 | 0.2% |
|
| 2.0 | 9 | 0.1% |
|
| 3.0 | 18 | 0.2% |
|
| 5.0 | 245 | 2.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30.0 | 296 | 3.5% |
|
| 35.0 | 29 | 0.3% |
|
| 40.0 | 40 | 0.5% |
|
| 45.0 | 10 | 0.1% |
|
| 50.0 | 20 | 0.2% |
|
pf_o_int
Numeric
| Distinct count | 66 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 1.1% |
| Missing (n) | 89 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 20.271 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 17.39 |
| Median | 20 |
| Q3 | 23.81 |
| 95-th percentile | 30 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 6.42 |
Descriptive statistics
| Standard deviation | 6.7829 |
|---|---|
| Coef of variation | 0.33461 |
| Kurtosis | 3.1498 |
| Mean | 20.271 |
| MAD | 4.4266 |
| Skewness | 0.57888 |
| Sum | 168020 |
| Variance | 46.008 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 2711 | 32.4% |
|
| 25.0 | 988 | 11.8% |
|
| 30.0 | 649 | 7.7% |
|
| 15.0 | 633 | 7.6% |
|
| 10.0 | 606 | 7.2% |
|
| 18.0 | 298 | 3.6% |
|
| 19.0 | 135 | 1.6% |
|
| 35.0 | 135 | 1.6% |
|
| 16.0 | 130 | 1.6% |
|
| 19.23 | 90 | 1.1% |
|
| Other values (55) | 1914 | 22.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 83 | 1.0% |
|
| 1.0 | 28 | 0.3% |
|
| 2.0 | 9 | 0.1% |
|
| 5.0 | 89 | 1.1% |
|
| 8.0 | 22 | 0.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 35.0 | 135 | 1.6% |
|
| 40.0 | 69 | 0.8% |
|
| 42.86 | 14 | 0.2% |
|
| 45.0 | 31 | 0.4% |
|
| 50.0 | 48 | 0.6% |
|
pf_o_sha
Numeric
| Distinct count | 86 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 1.5% |
| Missing (n) | 129 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.846 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 8.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9.52 |
| Median | 10.64 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 6.48 |
Descriptive statistics
| Standard deviation | 6.3627 |
|---|---|
| Coef of variation | 0.53713 |
| Kurtosis | -0.29075 |
| Mean | 11.846 |
| MAD | 5.185 |
| Skewness | -0.041784 |
| Sum | 97717 |
| Variance | 40.485 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 2001 | 23.9% |
|
| 15.0 | 1064 | 12.7% |
|
| 20.0 | 975 | 11.6% |
|
| 5.0 | 950 | 11.3% |
|
| 0.0 | 713 | 8.5% |
|
| 16.0 | 152 | 1.8% |
|
| 18.0 | 147 | 1.8% |
|
| 12.0 | 113 | 1.3% |
|
| 14.0 | 110 | 1.3% |
|
| 8.0 | 91 | 1.1% |
|
| Other values (75) | 1933 | 23.1% |
|
| (Missing) | 129 | 1.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 713 | 8.5% |
|
| 1.0 | 55 | 0.7% |
|
| 2.0 | 19 | 0.2% |
|
| 2.27 | 10 | 0.1% |
|
| 2.38 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.0 | 59 | 0.7% |
|
| 22.22 | 10 | 0.1% |
|
| 23.81 | 20 | 0.2% |
|
| 25.0 | 87 | 1.0% |
|
| 30.0 | 86 | 1.0% |
|
pf_o_sin
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 1.1% |
| Missing (n) | 89 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.397 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros (%) | 2.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 15 |
| Median | 18.37 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 7.044 |
|---|---|
| Coef of variation | 0.4049 |
| Kurtosis | 2.5114 |
| Mean | 17.397 |
| MAD | 5.1445 |
| Skewness | 0.28916 |
| Sum | 144200 |
| Variance | 49.618 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 2268 | 27.1% |
|
| 10.0 | 1034 | 12.3% |
|
| 15.0 | 973 | 11.6% |
|
| 25.0 | 644 | 7.7% |
|
| 30.0 | 341 | 4.1% |
|
| 5.0 | 303 | 3.6% |
|
| 18.0 | 280 | 3.3% |
|
| 0.0 | 208 | 2.5% |
|
| 16.0 | 155 | 1.9% |
|
| 16.67 | 101 | 1.2% |
|
| Other values (68) | 1982 | 23.7% |
|
| (Missing) | 89 | 1.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 208 | 2.5% |
|
| 1.0 | 18 | 0.2% |
|
| 2.0 | 19 | 0.2% |
|
| 3.0 | 40 | 0.5% |
|
| 5.0 | 303 | 3.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 32.0 | 18 | 0.2% |
|
| 35.0 | 59 | 0.7% |
|
| 40.0 | 75 | 0.9% |
|
| 47.0 | 14 | 0.2% |
|
| 60.0 | 9 | 0.1% |
|
pid
Highly correlated
This variable is highly correlated with wave and should be ignored for analysis
| Correlation | 0.99671 |
|---|
positin1
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 22.0% |
| Missing (n) | 1846 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.2958 |
|---|---|
| Minimum | 1 |
| Maximum | 22 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 9 |
| Q3 | 14 |
| 95-th percentile | 19 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 5.6502 |
|---|---|
| Coef of variation | 0.60782 |
| Kurtosis | -0.95141 |
| Mean | 9.2958 |
| MAD | 4.8173 |
| Skewness | 0.3267 |
| Sum | 60720 |
| Variance | 31.925 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 2.0 | 418 | 5.0% |
|
| 3.0 | 418 | 5.0% |
|
| 4.0 | 418 | 5.0% |
|
| 6.0 | 408 | 4.9% |
|
| 1.0 | 404 | 4.8% |
|
| 5.0 | 396 | 4.7% |
|
| 7.0 | 381 | 4.5% |
|
| 9.0 | 369 | 4.4% |
|
| 8.0 | 353 | 4.2% |
|
| 10.0 | 337 | 4.0% |
|
| Other values (12) | 2630 | 31.4% |
|
| (Missing) | 1846 | 22.0% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 404 | 4.8% |
|
| 2.0 | 418 | 5.0% |
|
| 3.0 | 418 | 5.0% |
|
| 4.0 | 418 | 5.0% |
|
| 5.0 | 396 | 4.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18.0 | 199 | 2.4% |
|
| 19.0 | 180 | 2.1% |
|
| 20.0 | 162 | 1.9% |
|
| 21.0 | 86 | 1.0% |
|
| 22.0 | 44 | 0.5% |
|
position
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.0427 |
|---|---|
| Minimum | 1 |
| Maximum | 22 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 8 |
| Q3 | 13 |
| 95-th percentile | 19 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 5.5149 |
|---|---|
| Coef of variation | 0.60988 |
| Kurtosis | -0.88944 |
| Mean | 9.0427 |
| MAD | 4.6615 |
| Skewness | 0.36558 |
| Sum | 75760 |
| Variance | 30.415 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 2 | 554 | 6.6% |
|
| 3 | 554 | 6.6% |
|
| 6 | 544 | 6.5% |
|
| 4 | 544 | 6.5% |
|
| 1 | 526 | 6.3% |
|
| 8 | 518 | 6.2% |
|
| 5 | 510 | 6.1% |
|
| 9 | 502 | 6.0% |
|
| 7 | 502 | 6.0% |
|
| 10 | 456 | 5.4% |
|
| Other values (12) | 3168 | 37.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 526 | 6.3% |
|
| 2 | 554 | 6.6% |
|
| 3 | 554 | 6.6% |
|
| 4 | 544 | 6.5% |
|
| 5 | 510 | 6.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 268 | 3.2% |
|
| 19 | 194 | 2.3% |
|
| 20 | 162 | 1.9% |
|
| 21 | 86 | 1.0% |
|
| 22 | 44 | 0.5% |
|
prob
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 3.7% |
| Missing (n) | 309 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.2075 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.1296 |
|---|---|
| Coef of variation | 0.40894 |
| Kurtosis | -0.32365 |
| Mean | 5.2075 |
| MAD | 1.6853 |
| Skewness | -0.12117 |
| Sum | 42020 |
| Variance | 4.535 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 5.0 | 1799 | 21.5% |
|
| 6.0 | 1395 | 16.7% |
|
| 7.0 | 1130 | 13.5% |
|
| 4.0 | 932 | 11.1% |
|
| 3.0 | 708 | 8.5% |
|
| 8.0 | 652 | 7.8% |
|
| 2.0 | 539 | 6.4% |
|
| 1.0 | 415 | 5.0% |
|
| 9.0 | 241 | 2.9% |
|
| 10.0 | 188 | 2.2% |
|
| Other values (9) | 70 | 0.8% |
|
| (Missing) | 309 | 3.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 49 | 0.6% |
|
| 1.0 | 415 | 5.0% |
|
| 1.5 | 1 | 0.0% |
|
| 2.0 | 539 | 6.4% |
|
| 3.0 | 708 | 8.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 652 | 7.8% |
|
| 8.5 | 4 | 0.0% |
|
| 9.0 | 241 | 2.9% |
|
| 9.5 | 1 | 0.0% |
|
| 10.0 | 188 | 2.2% |
|
prob_o
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 3.8% |
| Missing (n) | 318 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.2083 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.1294 |
|---|---|
| Coef of variation | 0.40884 |
| Kurtosis | -0.32343 |
| Mean | 5.2083 |
| MAD | 1.6852 |
| Skewness | -0.12063 |
| Sum | 41978 |
| Variance | 4.5341 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 5.0 | 1797 | 21.4% |
|
| 6.0 | 1395 | 16.7% |
|
| 7.0 | 1127 | 13.5% |
|
| 4.0 | 930 | 11.1% |
|
| 3.0 | 708 | 8.5% |
|
| 8.0 | 652 | 7.8% |
|
| 2.0 | 539 | 6.4% |
|
| 1.0 | 413 | 4.9% |
|
| 9.0 | 241 | 2.9% |
|
| 10.0 | 188 | 2.2% |
|
| Other values (9) | 70 | 0.8% |
|
| (Missing) | 318 | 3.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 49 | 0.6% |
|
| 1.0 | 413 | 4.9% |
|
| 1.5 | 1 | 0.0% |
|
| 2.0 | 539 | 6.4% |
|
| 3.0 | 708 | 8.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 652 | 7.8% |
|
| 8.5 | 4 | 0.0% |
|
| 9.0 | 241 | 2.9% |
|
| 9.5 | 1 | 0.0% |
|
| 10.0 | 188 | 2.2% |
|
race
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.8% |
| Missing (n) | 63 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.7572 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.2309 |
|---|---|
| Coef of variation | 0.44644 |
| Kurtosis | 0.56506 |
| Mean | 2.7572 |
| MAD | 1.0384 |
| Skewness | 1.115 |
| Sum | 22926 |
| Variance | 1.5151 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 2.0 | 4727 | 56.4% |
|
| 4.0 | 1982 | 23.7% |
|
| 3.0 | 664 | 7.9% |
|
| 6.0 | 522 | 6.2% |
|
| 1.0 | 420 | 5.0% |
|
| (Missing) | 63 | 0.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 420 | 5.0% |
|
| 2.0 | 4727 | 56.4% |
|
| 3.0 | 664 | 7.9% |
|
| 4.0 | 1982 | 23.7% |
|
| 6.0 | 522 | 6.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 420 | 5.0% |
|
| 2.0 | 4727 | 56.4% |
|
| 3.0 | 664 | 7.9% |
|
| 4.0 | 1982 | 23.7% |
|
| 6.0 | 522 | 6.2% |
|
race_o
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 73 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.7567 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.2307 |
|---|---|
| Coef of variation | 0.44644 |
| Kurtosis | 0.5674 |
| Mean | 2.7567 |
| MAD | 1.0381 |
| Skewness | 1.1157 |
| Sum | 22894 |
| Variance | 1.5146 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 2.0 | 4722 | 56.4% |
|
| 4.0 | 1978 | 23.6% |
|
| 3.0 | 664 | 7.9% |
|
| 6.0 | 521 | 6.2% |
|
| 1.0 | 420 | 5.0% |
|
| (Missing) | 73 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 420 | 5.0% |
|
| 2.0 | 4722 | 56.4% |
|
| 3.0 | 664 | 7.9% |
|
| 4.0 | 1978 | 23.6% |
|
| 6.0 | 521 | 6.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 420 | 5.0% |
|
| 2.0 | 4722 | 56.4% |
|
| 3.0 | 664 | 7.9% |
|
| 4.0 | 1978 | 23.6% |
|
| 6.0 | 521 | 6.2% |
|
reading
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.6785 |
|---|---|
| Minimum | 1 |
| Maximum | 13 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 2.0066 |
|---|---|
| Coef of variation | 0.26132 |
| Kurtosis | 0.48532 |
| Mean | 7.6785 |
| MAD | 1.5986 |
| Skewness | -0.80759 |
| Sum | 63724 |
| Variance | 4.0263 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 9.0 | 2000 | 23.9% |
|
| 8.0 | 1618 | 19.3% |
|
| 10.0 | 1378 | 16.4% |
|
| 7.0 | 1273 | 15.2% |
|
| 6.0 | 768 | 9.2% |
|
| 5.0 | 572 | 6.8% |
|
| 3.0 | 246 | 2.9% |
|
| 4.0 | 222 | 2.6% |
|
| 2.0 | 161 | 1.9% |
|
| 13.0 | 51 | 0.6% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 10 | 0.1% |
|
| 2.0 | 161 | 1.9% |
|
| 3.0 | 246 | 2.9% |
|
| 4.0 | 222 | 2.6% |
|
| 5.0 | 572 | 6.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 1273 | 15.2% |
|
| 8.0 | 1618 | 19.3% |
|
| 9.0 | 2000 | 23.9% |
|
| 10.0 | 1378 | 16.4% |
|
| 13.0 | 51 | 0.6% |
|
round
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.872 |
|---|---|
| Minimum | 5 |
| Maximum | 22 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 14 |
| Median | 18 |
| Q3 | 20 |
| 95-th percentile | 22 |
| Maximum | 22 |
| Range | 17 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 4.3585 |
|---|---|
| Coef of variation | 0.25832 |
| Kurtosis | -0.30507 |
| Mean | 16.872 |
| MAD | 3.612 |
| Skewness | -0.84008 |
| Sum | 141354 |
| Variance | 18.996 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 18 | 1350 | 16.1% |
|
| 20 | 1160 | 13.8% |
|
| 22 | 968 | 11.6% |
|
| 21 | 882 | 10.5% |
|
| 10 | 880 | 10.5% |
|
| 16 | 816 | 9.7% |
|
| 19 | 646 | 7.7% |
|
| 14 | 532 | 6.3% |
|
| 15 | 450 | 5.4% |
|
| 9 | 252 | 3.0% |
|
| Other values (5) | 442 | 5.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5 | 50 | 0.6% |
|
| 6 | 162 | 1.9% |
|
| 7 | 42 | 0.5% |
|
| 8 | 48 | 0.6% |
|
| 9 | 252 | 3.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 1350 | 16.1% |
|
| 19 | 646 | 7.7% |
|
| 20 | 1160 | 13.8% |
|
| 21 | 882 | 10.5% |
|
| 22 | 968 | 11.6% |
|
samerace
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.3958 |
|---|
| 0 |
5062
|
|---|---|
| 1 |
3316
|
| Value | Count | Frequency (%) | |
| 0 | 5062 | 60.4% |
|
| 1 | 3316 | 39.6% |
|
satis_2
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.7115 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.8208 |
|---|---|
| Coef of variation | 0.31879 |
| Kurtosis | -0.24264 |
| Mean | 5.7115 |
| MAD | 1.4535 |
| Skewness | -0.35612 |
| Sum | 42625 |
| Variance | 3.3152 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 6.0 | 1886 | 22.5% |
|
| 7.0 | 1383 | 16.5% |
|
| 5.0 | 1272 | 15.2% |
|
| 8.0 | 894 | 10.7% |
|
| 4.0 | 722 | 8.6% |
|
| 3.0 | 520 | 6.2% |
|
| 2.0 | 412 | 4.9% |
|
| 9.0 | 239 | 2.9% |
|
| 1.0 | 73 | 0.9% |
|
| 10.0 | 62 | 0.7% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 73 | 0.9% |
|
| 2.0 | 412 | 4.9% |
|
| 3.0 | 520 | 6.2% |
|
| 4.0 | 722 | 8.6% |
|
| 5.0 | 1272 | 15.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 1886 | 22.5% |
|
| 7.0 | 1383 | 16.5% |
|
| 8.0 | 894 | 10.7% |
|
| 9.0 | 239 | 2.9% |
|
| 10.0 | 62 | 0.7% |
|
shar
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 12.7% |
| Missing (n) | 1067 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.4746 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.1564 |
|---|---|
| Coef of variation | 0.39389 |
| Kurtosis | -0.37447 |
| Mean | 5.4746 |
| MAD | 1.746 |
| Skewness | -0.19233 |
| Sum | 40024 |
| Variance | 4.6499 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 5.0 | 1465 | 17.5% |
|
| 6.0 | 1248 | 14.9% |
|
| 7.0 | 1150 | 13.7% |
|
| 4.0 | 783 | 9.3% |
|
| 8.0 | 771 | 9.2% |
|
| 3.0 | 588 | 7.0% |
|
| 2.0 | 485 | 5.8% |
|
| 9.0 | 317 | 3.8% |
|
| 1.0 | 239 | 2.9% |
|
| 10.0 | 197 | 2.4% |
|
| Other values (5) | 68 | 0.8% |
|
| (Missing) | 1067 | 12.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 59 | 0.7% |
|
| 1.0 | 239 | 2.9% |
|
| 2.0 | 485 | 5.8% |
|
| 3.0 | 588 | 7.0% |
|
| 4.0 | 783 | 9.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.5 | 4 | 0.0% |
|
| 8.0 | 771 | 9.2% |
|
| 8.5 | 2 | 0.0% |
|
| 9.0 | 317 | 3.8% |
|
| 10.0 | 197 | 2.4% |
|
shar1_1
Numeric
| Distinct count | 86 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 1.4% |
| Missing (n) | 121 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.845 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 8.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9.52 |
| Median | 10.64 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 6.48 |
Descriptive statistics
| Standard deviation | 6.3622 |
|---|---|
| Coef of variation | 0.53711 |
| Kurtosis | -0.29146 |
| Mean | 11.845 |
| MAD | 5.185 |
| Skewness | -0.041448 |
| Sum | 97805 |
| Variance | 40.477 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 2003 | 23.9% |
|
| 15.0 | 1065 | 12.7% |
|
| 20.0 | 976 | 11.6% |
|
| 5.0 | 953 | 11.4% |
|
| 0.0 | 713 | 8.5% |
|
| 16.0 | 152 | 1.8% |
|
| 18.0 | 148 | 1.8% |
|
| 12.0 | 113 | 1.3% |
|
| 14.0 | 110 | 1.3% |
|
| 8.0 | 91 | 1.1% |
|
| Other values (75) | 1933 | 23.1% |
|
| (Missing) | 121 | 1.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 713 | 8.5% |
|
| 1.0 | 55 | 0.7% |
|
| 2.0 | 19 | 0.2% |
|
| 2.27 | 10 | 0.1% |
|
| 2.38 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.0 | 59 | 0.7% |
|
| 22.22 | 10 | 0.1% |
|
| 23.81 | 20 | 0.2% |
|
| 25.0 | 87 | 1.0% |
|
| 30.0 | 86 | 1.0% |
|
shar1_2
Numeric
| Distinct count | 83 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.76 |
|---|---|
| Minimum | 0 |
| Maximum | 35 |
| Zeros (%) | 6.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| Median | 13 |
| Q3 | 16.67 |
| 95-th percentile | 25 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range | 6.67 |
Descriptive statistics
| Standard deviation | 6.6515 |
|---|---|
| Coef of variation | 0.52127 |
| Kurtosis | 0.17384 |
| Mean | 12.76 |
| MAD | 5.3199 |
| Skewness | 0.17474 |
| Sum | 95230 |
| Variance | 44.243 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1902 | 22.7% |
|
| 15.0 | 1025 | 12.2% |
|
| 20.0 | 930 | 11.1% |
|
| 5.0 | 742 | 8.9% |
|
| 0.0 | 528 | 6.3% |
|
| 25.0 | 247 | 2.9% |
|
| 30.0 | 148 | 1.8% |
|
| 14.58 | 116 | 1.4% |
|
| 16.0 | 100 | 1.2% |
|
| 14.29 | 92 | 1.1% |
|
| Other values (72) | 1633 | 19.5% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 528 | 6.3% |
|
| 1.0 | 30 | 0.4% |
|
| 2.0 | 9 | 0.1% |
|
| 3.45 | 10 | 0.1% |
|
| 4.0 | 30 | 0.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.5 | 20 | 0.2% |
|
| 25.0 | 247 | 2.9% |
|
| 29.0 | 15 | 0.2% |
|
| 30.0 | 148 | 1.8% |
|
| 35.0 | 22 | 0.3% |
|
shar1_3
Numeric
| Distinct count | 54 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.699 |
|---|---|
| Minimum | 0 |
| Maximum | 55 |
| Zeros (%) | 3.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| Median | 14.29 |
| Q3 | 16.67 |
| 95-th percentile | 20 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range | 6.67 |
Descriptive statistics
| Standard deviation | 6.557 |
|---|---|
| Coef of variation | 0.51634 |
| Kurtosis | 5.0525 |
| Mean | 12.699 |
| MAD | 5.1665 |
| Skewness | 0.68595 |
| Sum | 50466 |
| Variance | 42.995 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 799 | 9.5% |
|
| 20.0 | 584 | 7.0% |
|
| 15.0 | 566 | 6.8% |
|
| 5.0 | 508 | 6.1% |
|
| 0.0 | 261 | 3.1% |
|
| 16.67 | 148 | 1.8% |
|
| 25.0 | 69 | 0.8% |
|
| 18.0 | 62 | 0.7% |
|
| 17.39 | 58 | 0.7% |
|
| 14.29 | 57 | 0.7% |
|
| Other values (43) | 862 | 10.3% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 261 | 3.1% |
|
| 4.0 | 28 | 0.3% |
|
| 4.65 | 10 | 0.1% |
|
| 5.0 | 508 | 6.1% |
|
| 6.12 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 584 | 7.0% |
|
| 23.0 | 18 | 0.2% |
|
| 25.0 | 69 | 0.8% |
|
| 30.0 | 19 | 0.2% |
|
| 55.0 | 14 | 0.2% |
|
shar1_s
Numeric
| Distinct count | 77 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 51.1% |
| Missing (n) | 4282 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.458 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 1.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| Median | 12.5 |
| Q3 | 16.28 |
| 95-th percentile | 20 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 7.28 |
Descriptive statistics
| Standard deviation | 5.9218 |
|---|---|
| Coef of variation | 0.47534 |
| Kurtosis | -0.0036463 |
| Mean | 12.458 |
| MAD | 4.852 |
| Skewness | 0.11496 |
| Sum | 51028 |
| Variance | 35.068 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 655 | 7.8% |
|
| 15.0 | 388 | 4.6% |
|
| 20.0 | 336 | 4.0% |
|
| 5.0 | 312 | 3.7% |
|
| 0.0 | 129 | 1.5% |
|
| 8.0 | 111 | 1.3% |
|
| 16.67 | 106 | 1.3% |
|
| 9.0 | 98 | 1.2% |
|
| 7.0 | 97 | 1.2% |
|
| 6.0 | 95 | 1.1% |
|
| Other values (66) | 1769 | 21.1% |
|
| (Missing) | 4282 | 51.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 129 | 1.5% |
|
| 1.0 | 51 | 0.6% |
|
| 2.0 | 33 | 0.4% |
|
| 3.0 | 21 | 0.3% |
|
| 4.0 | 34 | 0.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.93 | 20 | 0.2% |
|
| 21.0 | 21 | 0.3% |
|
| 24.14 | 20 | 0.2% |
|
| 25.0 | 91 | 1.1% |
|
| 30.0 | 48 | 0.6% |
|
shar2_1
Numeric
| Distinct count | 74 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 1.1% |
| Missing (n) | 89 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.855 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 6.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| Median | 10 |
| Q3 | 15.63 |
| 95-th percentile | 20 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 5.63 |
Descriptive statistics
| Standard deviation | 6.1673 |
|---|---|
| Coef of variation | 0.52024 |
| Kurtosis | -0.10689 |
| Mean | 11.855 |
| MAD | 4.9833 |
| Skewness | 0.095298 |
| Sum | 98265 |
| Variance | 38.036 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 2475 | 29.5% |
|
| 5.0 | 1037 | 12.4% |
|
| 15.0 | 942 | 11.2% |
|
| 20.0 | 899 | 10.7% |
|
| 0.0 | 553 | 6.6% |
|
| 25.0 | 179 | 2.1% |
|
| 18.0 | 126 | 1.5% |
|
| 16.67 | 118 | 1.4% |
|
| 16.0 | 92 | 1.1% |
|
| 14.29 | 91 | 1.1% |
|
| Other values (63) | 1777 | 21.2% |
|
| (Missing) | 89 | 1.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 553 | 6.6% |
|
| 1.0 | 73 | 0.9% |
|
| 2.0 | 22 | 0.3% |
|
| 2.63 | 10 | 0.1% |
|
| 3.0 | 24 | 0.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 899 | 10.7% |
|
| 22.22 | 20 | 0.2% |
|
| 23.0 | 14 | 0.2% |
|
| 25.0 | 179 | 2.1% |
|
| 30.0 | 83 | 1.0% |
|
shar2_2
Numeric
| Distinct count | 65 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.888 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 3.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| Median | 13.95 |
| Q3 | 16.515 |
| 95-th percentile | 20 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 6.515 |
Descriptive statistics
| Standard deviation | 5.6157 |
|---|---|
| Coef of variation | 0.43573 |
| Kurtosis | 0.027406 |
| Mean | 12.888 |
| MAD | 4.5712 |
| Skewness | -0.36438 |
| Sum | 74428 |
| Variance | 31.536 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1517 | 18.1% |
|
| 15.0 | 815 | 9.7% |
|
| 20.0 | 746 | 8.9% |
|
| 5.0 | 456 | 5.4% |
|
| 0.0 | 303 | 3.6% |
|
| 16.67 | 163 | 1.9% |
|
| 16.0 | 100 | 1.2% |
|
| 25.0 | 96 | 1.1% |
|
| 13.95 | 88 | 1.1% |
|
| 15.38 | 84 | 1.0% |
|
| Other values (54) | 1407 | 16.8% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 303 | 3.6% |
|
| 1.0 | 18 | 0.2% |
|
| 2.0 | 23 | 0.3% |
|
| 3.0 | 20 | 0.2% |
|
| 4.0 | 20 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.15 | 30 | 0.4% |
|
| 20.0 | 746 | 8.9% |
|
| 23.0 | 21 | 0.3% |
|
| 25.0 | 96 | 1.1% |
|
| 30.0 | 18 | 0.2% |
|
shar2_3
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.966 |
|---|---|
| Minimum | 0 |
| Maximum | 45 |
| Zeros (%) | 1.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 7.0121 |
|---|---|
| Coef of variation | 0.58599 |
| Kurtosis | 2.2811 |
| Mean | 11.966 |
| MAD | 5.5688 |
| Skewness | 0.77447 |
| Sum | 24124 |
| Variance | 49.169 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 669 | 8.0% |
|
| 15.0 | 367 | 4.4% |
|
| 5.0 | 341 | 4.1% |
|
| 20.0 | 324 | 3.9% |
|
| 0.0 | 154 | 1.8% |
|
| 25.0 | 56 | 0.7% |
|
| 18.0 | 35 | 0.4% |
|
| 30.0 | 18 | 0.2% |
|
| 19.0 | 14 | 0.2% |
|
| 45.0 | 14 | 0.2% |
|
| Other values (2) | 24 | 0.3% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 154 | 1.8% |
|
| 4.0 | 10 | 0.1% |
|
| 5.0 | 341 | 4.1% |
|
| 10.0 | 669 | 8.0% |
|
| 15.0 | 367 | 4.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.0 | 14 | 0.2% |
|
| 20.0 | 324 | 3.9% |
|
| 25.0 | 56 | 0.7% |
|
| 30.0 | 18 | 0.2% |
|
| 45.0 | 14 | 0.2% |
|
shar4_1
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 22.8% |
| Missing (n) | 1911 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.015 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 3.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 6.0602 |
|---|---|
| Coef of variation | 0.55018 |
| Kurtosis | 1.1887 |
| Mean | 11.015 |
| MAD | 4.7298 |
| Skewness | 0.77044 |
| Sum | 71233 |
| Variance | 36.725 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1825 | 21.8% |
|
| 15.0 | 853 | 10.2% |
|
| 20.0 | 796 | 9.5% |
|
| 5.0 | 765 | 9.1% |
|
| 8.0 | 353 | 4.2% |
|
| 7.0 | 338 | 4.0% |
|
| 9.0 | 286 | 3.4% |
|
| 0.0 | 271 | 3.2% |
|
| 6.0 | 199 | 2.4% |
|
| 4.0 | 116 | 1.4% |
|
| Other values (15) | 665 | 7.9% |
|
| (Missing) | 1911 | 22.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 271 | 3.2% |
|
| 1.0 | 48 | 0.6% |
|
| 2.0 | 36 | 0.4% |
|
| 3.0 | 30 | 0.4% |
|
| 4.0 | 116 | 1.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 796 | 9.5% |
|
| 24.0 | 21 | 0.3% |
|
| 25.0 | 112 | 1.3% |
|
| 30.0 | 53 | 0.6% |
|
| 40.0 | 18 | 0.2% |
|
shar4_2
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.321 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 3.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 7 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 6.2962 |
|---|---|
| Coef of variation | 0.55615 |
| Kurtosis | 1.3541 |
| Mean | 11.321 |
| MAD | 5.0442 |
| Skewness | 0.74391 |
| Sum | 65378 |
| Variance | 39.642 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1462 | 17.5% |
|
| 20.0 | 839 | 10.0% |
|
| 15.0 | 822 | 9.8% |
|
| 5.0 | 515 | 6.1% |
|
| 7.0 | 499 | 6.0% |
|
| 8.0 | 293 | 3.5% |
|
| 0.0 | 288 | 3.4% |
|
| 6.0 | 238 | 2.8% |
|
| 9.0 | 230 | 2.7% |
|
| 17.0 | 89 | 1.1% |
|
| Other values (12) | 500 | 6.0% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 288 | 3.4% |
|
| 1.0 | 48 | 0.6% |
|
| 2.0 | 43 | 0.5% |
|
| 4.0 | 40 | 0.5% |
|
| 5.0 | 515 | 6.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 21.0 | 15 | 0.2% |
|
| 25.0 | 57 | 0.7% |
|
| 30.0 | 46 | 0.5% |
|
| 35.0 | 15 | 0.2% |
|
| 40.0 | 22 | 0.3% |
|
shar4_3
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.254 |
|---|---|
| Minimum | 0 |
| Maximum | 45 |
| Zeros (%) | 1.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 7 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 6.5162 |
|---|---|
| Coef of variation | 0.57902 |
| Kurtosis | 2.6251 |
| Mean | 11.254 |
| MAD | 5.1734 |
| Skewness | 1.0812 |
| Sum | 33300 |
| Variance | 42.461 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 651 | 7.8% |
|
| 15.0 | 442 | 5.3% |
|
| 20.0 | 386 | 4.6% |
|
| 5.0 | 304 | 3.6% |
|
| 8.0 | 255 | 3.0% |
|
| 6.0 | 243 | 2.9% |
|
| 7.0 | 191 | 2.3% |
|
| 0.0 | 131 | 1.6% |
|
| 9.0 | 118 | 1.4% |
|
| 25.0 | 93 | 1.1% |
|
| Other values (6) | 145 | 1.7% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 131 | 1.6% |
|
| 1.0 | 20 | 0.2% |
|
| 4.0 | 10 | 0.1% |
|
| 5.0 | 304 | 3.6% |
|
| 6.0 | 243 | 2.9% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17.0 | 56 | 0.7% |
|
| 20.0 | 386 | 4.6% |
|
| 25.0 | 93 | 1.1% |
|
| 30.0 | 24 | 0.3% |
|
| 45.0 | 14 | 0.2% |
|
shar7_2
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 76.4% |
| Missing (n) | 6404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.156 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 2.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 15 |
Descriptive statistics
| Standard deviation | 8.2419 |
|---|---|
| Coef of variation | 0.67801 |
| Kurtosis | 0.021082 |
| Mean | 12.156 |
| MAD | 6.816 |
| Skewness | 0.56284 |
| Sum | 23996 |
| Variance | 67.929 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 437 | 5.2% |
|
| 5.0 | 430 | 5.1% |
|
| 20.0 | 314 | 3.7% |
|
| 15.0 | 280 | 3.3% |
|
| 0.0 | 213 | 2.5% |
|
| 30.0 | 88 | 1.1% |
|
| 25.0 | 87 | 1.0% |
|
| 18.0 | 38 | 0.5% |
|
| 13.0 | 18 | 0.2% |
|
| 11.0 | 15 | 0.2% |
|
| Other values (4) | 54 | 0.6% |
|
| (Missing) | 6404 | 76.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 213 | 2.5% |
|
| 2.0 | 10 | 0.1% |
|
| 5.0 | 430 | 5.1% |
|
| 10.0 | 437 | 5.2% |
|
| 11.0 | 15 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18.0 | 38 | 0.5% |
|
| 20.0 | 314 | 3.7% |
|
| 25.0 | 87 | 1.0% |
|
| 30.0 | 88 | 1.1% |
|
| 40.0 | 15 | 0.2% |
|
shar7_3
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.208 |
|---|---|
| Minimum | 0 |
| Maximum | 55 |
| Zeros (%) | 3.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 10 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range | 15 |
Descriptive statistics
| Standard deviation | 8.616 |
|---|---|
| Coef of variation | 0.70577 |
| Kurtosis | 2.6732 |
| Mean | 12.208 |
| MAD | 6.975 |
| Skewness | 0.81744 |
| Sum | 24611 |
| Variance | 74.235 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 445 | 5.3% |
|
| 20.0 | 423 | 5.0% |
|
| 0.0 | 316 | 3.8% |
|
| 5.0 | 284 | 3.4% |
|
| 15.0 | 252 | 3.0% |
|
| 25.0 | 104 | 1.2% |
|
| 14.0 | 35 | 0.4% |
|
| 18.0 | 30 | 0.4% |
|
| 30.0 | 28 | 0.3% |
|
| 17.0 | 21 | 0.3% |
|
| Other values (5) | 78 | 0.9% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 316 | 3.8% |
|
| 4.0 | 10 | 0.1% |
|
| 5.0 | 284 | 3.4% |
|
| 9.0 | 18 | 0.2% |
|
| 10.0 | 445 | 5.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 423 | 5.0% |
|
| 25.0 | 104 | 1.2% |
|
| 27.0 | 18 | 0.2% |
|
| 30.0 | 28 | 0.3% |
|
| 55.0 | 14 | 0.2% |
|
shar_o
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 12.8% |
| Missing (n) | 1076 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.4749 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.1562 |
|---|---|
| Coef of variation | 0.39383 |
| Kurtosis | -0.37416 |
| Mean | 5.4749 |
| MAD | 1.7459 |
| Skewness | -0.19174 |
| Sum | 39978 |
| Variance | 4.649 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 5.0 | 1462 | 17.5% |
|
| 6.0 | 1247 | 14.9% |
|
| 7.0 | 1149 | 13.7% |
|
| 4.0 | 783 | 9.3% |
|
| 8.0 | 769 | 9.2% |
|
| 3.0 | 588 | 7.0% |
|
| 2.0 | 484 | 5.8% |
|
| 9.0 | 317 | 3.8% |
|
| 1.0 | 238 | 2.8% |
|
| 10.0 | 197 | 2.4% |
|
| Other values (5) | 68 | 0.8% |
|
| (Missing) | 1076 | 12.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 59 | 0.7% |
|
| 1.0 | 238 | 2.8% |
|
| 2.0 | 484 | 5.8% |
|
| 3.0 | 588 | 7.0% |
|
| 4.0 | 783 | 9.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.5 | 4 | 0.0% |
|
| 8.0 | 769 | 9.2% |
|
| 8.5 | 2 | 0.0% |
|
| 9.0 | 317 | 3.8% |
|
| 10.0 | 197 | 2.4% |
|
shopping
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.6313 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.6089 |
|---|---|
| Coef of variation | 0.46329 |
| Kurtosis | -1.0092 |
| Mean | 5.6313 |
| MAD | 2.2093 |
| Skewness | -0.10602 |
| Sum | 46734 |
| Variance | 6.8064 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1198 | 14.3% |
|
| 5.0 | 1135 | 13.5% |
|
| 6.0 | 1004 | 12.0% |
|
| 2.0 | 936 | 11.2% |
|
| 8.0 | 831 | 9.9% |
|
| 9.0 | 796 | 9.5% |
|
| 4.0 | 734 | 8.8% |
|
| 3.0 | 599 | 7.1% |
|
| 10.0 | 574 | 6.9% |
|
| 1.0 | 492 | 5.9% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 492 | 5.9% |
|
| 2.0 | 936 | 11.2% |
|
| 3.0 | 599 | 7.1% |
|
| 4.0 | 734 | 8.8% |
|
| 5.0 | 1135 | 13.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 1004 | 12.0% |
|
| 7.0 | 1198 | 14.3% |
|
| 8.0 | 831 | 9.9% |
|
| 9.0 | 796 | 9.5% |
|
| 10.0 | 574 | 6.9% |
|
sinc
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 3.3% |
| Missing (n) | 277 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.1752 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7403 |
|---|---|
| Coef of variation | 0.24255 |
| Kurtosis | 0.74438 |
| Mean | 7.1752 |
| MAD | 1.349 |
| Skewness | -0.6379 |
| Sum | 58126 |
| Variance | 3.0287 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2046 | 24.4% |
|
| 7.0 | 1896 | 22.6% |
|
| 6.0 | 1255 | 15.0% |
|
| 9.0 | 930 | 11.1% |
|
| 10.0 | 735 | 8.8% |
|
| 5.0 | 701 | 8.4% |
|
| 4.0 | 278 | 3.3% |
|
| 3.0 | 134 | 1.6% |
|
| 2.0 | 75 | 0.9% |
|
| 1.0 | 38 | 0.5% |
|
| Other values (4) | 13 | 0.2% |
|
| (Missing) | 277 | 3.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9 | 0.1% |
|
| 1.0 | 38 | 0.5% |
|
| 2.0 | 75 | 0.9% |
|
| 3.0 | 134 | 1.6% |
|
| 4.0 | 278 | 3.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.5 | 1 | 0.0% |
|
| 8.0 | 2046 | 24.4% |
|
| 8.5 | 2 | 0.0% |
|
| 9.0 | 930 | 11.1% |
|
| 10.0 | 735 | 8.8% |
|
sinc1_1
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.396 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros (%) | 2.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 15 |
| Median | 18.18 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 7.0467 |
|---|---|
| Coef of variation | 0.40507 |
| Kurtosis | 2.5099 |
| Mean | 17.396 |
| MAD | 5.1468 |
| Skewness | 0.29225 |
| Sum | 144370 |
| Variance | 49.656 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 2269 | 27.1% |
|
| 10.0 | 1038 | 12.4% |
|
| 15.0 | 976 | 11.6% |
|
| 25.0 | 645 | 7.7% |
|
| 30.0 | 341 | 4.1% |
|
| 5.0 | 303 | 3.6% |
|
| 18.0 | 280 | 3.3% |
|
| 0.0 | 208 | 2.5% |
|
| 16.0 | 155 | 1.9% |
|
| 16.67 | 101 | 1.2% |
|
| Other values (68) | 1983 | 23.7% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 208 | 2.5% |
|
| 1.0 | 18 | 0.2% |
|
| 2.0 | 19 | 0.2% |
|
| 3.0 | 40 | 0.5% |
|
| 5.0 | 303 | 3.6% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 32.0 | 18 | 0.2% |
|
| 35.0 | 59 | 0.7% |
|
| 40.0 | 76 | 0.9% |
|
| 47.0 | 14 | 0.2% |
|
| 60.0 | 9 | 0.1% |
|
sinc1_2
Numeric
| Distinct count | 72 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.865 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 2.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| Median | 16.67 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.6585 |
|---|---|
| Coef of variation | 0.41969 |
| Kurtosis | 1.5191 |
| Mean | 15.865 |
| MAD | 5.1314 |
| Skewness | 0.036698 |
| Sum | 118400 |
| Variance | 44.336 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 1910 | 22.8% |
|
| 10.0 | 1258 | 15.0% |
|
| 15.0 | 1098 | 13.1% |
|
| 5.0 | 463 | 5.5% |
|
| 25.0 | 324 | 3.9% |
|
| 30.0 | 288 | 3.4% |
|
| 0.0 | 205 | 2.4% |
|
| 18.0 | 135 | 1.6% |
|
| 16.67 | 124 | 1.5% |
|
| 18.75 | 74 | 0.9% |
|
| Other values (61) | 1584 | 18.9% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 205 | 2.4% |
|
| 1.0 | 41 | 0.5% |
|
| 2.0 | 38 | 0.5% |
|
| 3.0 | 9 | 0.1% |
|
| 3.57 | 10 | 0.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.0 | 324 | 3.9% |
|
| 25.64 | 10 | 0.1% |
|
| 29.0 | 21 | 0.3% |
|
| 30.0 | 288 | 3.4% |
|
| 50.0 | 19 | 0.2% |
|
sinc1_3
Numeric
| Distinct count | 48 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.589 |
|---|---|
| Minimum | 0 |
| Maximum | 65 |
| Zeros (%) | 1.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| Median | 16.67 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 7.4715 |
|---|---|
| Coef of variation | 0.4504 |
| Kurtosis | 5.6729 |
| Mean | 16.589 |
| MAD | 5.2843 |
| Skewness | 0.93429 |
| Sum | 65923 |
| Variance | 55.824 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 859 | 10.3% |
|
| 10.0 | 663 | 7.9% |
|
| 15.0 | 598 | 7.1% |
|
| 25.0 | 205 | 2.4% |
|
| 30.0 | 203 | 2.4% |
|
| 5.0 | 188 | 2.2% |
|
| 0.0 | 145 | 1.7% |
|
| 16.67 | 102 | 1.2% |
|
| 18.0 | 87 | 1.0% |
|
| 16.0 | 56 | 0.7% |
|
| Other values (37) | 868 | 10.4% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 145 | 1.7% |
|
| 2.0 | 18 | 0.2% |
|
| 5.0 | 188 | 2.2% |
|
| 10.0 | 663 | 7.9% |
|
| 14.0 | 10 | 0.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.0 | 205 | 2.4% |
|
| 30.0 | 203 | 2.4% |
|
| 35.0 | 21 | 0.3% |
|
| 50.0 | 25 | 0.3% |
|
| 65.0 | 9 | 0.1% |
|
sinc1_s
Numeric
| Distinct count | 68 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 51.1% |
| Missing (n) | 4282 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.434 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 1.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10 |
| Median | 15.79 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.9153 |
|---|---|
| Coef of variation | 0.44805 |
| Kurtosis | 2.5198 |
| Mean | 15.434 |
| MAD | 5.2963 |
| Skewness | 0.63105 |
| Sum | 63219 |
| Variance | 47.822 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 558 | 6.7% |
|
| 20.0 | 527 | 6.3% |
|
| 15.0 | 436 | 5.2% |
|
| 7.0 | 144 | 1.7% |
|
| 30.0 | 142 | 1.7% |
|
| 16.67 | 138 | 1.6% |
|
| 25.0 | 135 | 1.6% |
|
| 9.0 | 133 | 1.6% |
|
| 8.0 | 129 | 1.5% |
|
| 18.0 | 117 | 1.4% |
|
| Other values (57) | 1637 | 19.5% |
|
| (Missing) | 4282 | 51.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 88 | 1.1% |
|
| 1.0 | 18 | 0.2% |
|
| 2.44 | 20 | 0.2% |
|
| 4.76 | 20 | 0.2% |
|
| 5.0 | 112 | 1.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.0 | 135 | 1.6% |
|
| 28.0 | 21 | 0.3% |
|
| 30.0 | 142 | 1.7% |
|
| 38.0 | 21 | 0.3% |
|
| 50.0 | 19 | 0.2% |
|
sinc2_1
Numeric
| Distinct count | 81 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.274 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 5.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| Median | 15 |
| Q3 | 18.75 |
| 95-th percentile | 25 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 8.75 |
Descriptive statistics
| Standard deviation | 6.9768 |
|---|---|
| Coef of variation | 0.52561 |
| Kurtosis | 0.55328 |
| Mean | 13.274 |
| MAD | 5.6946 |
| Skewness | 0.23943 |
| Sum | 110160 |
| Variance | 48.675 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1848 | 22.1% |
|
| 20.0 | 1196 | 14.3% |
|
| 15.0 | 1148 | 13.7% |
|
| 5.0 | 1063 | 12.7% |
|
| 0.0 | 430 | 5.1% |
|
| 25.0 | 329 | 3.9% |
|
| 30.0 | 176 | 2.1% |
|
| 16.67 | 123 | 1.5% |
|
| 18.0 | 99 | 1.2% |
|
| 16.0 | 96 | 1.1% |
|
| Other values (70) | 1791 | 21.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 430 | 5.1% |
|
| 1.0 | 96 | 1.1% |
|
| 2.0 | 37 | 0.4% |
|
| 3.0 | 49 | 0.6% |
|
| 5.0 | 1063 | 12.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.0 | 329 | 3.9% |
|
| 28.0 | 18 | 0.2% |
|
| 30.0 | 176 | 2.1% |
|
| 40.0 | 10 | 0.1% |
|
| 50.0 | 10 | 0.1% |
|
sinc2_2
Numeric
| Distinct count | 68 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.898 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 2.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| Median | 15 |
| Q3 | 19.23 |
| 95-th percentile | 20 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 9.23 |
Descriptive statistics
| Standard deviation | 6.1717 |
|---|---|
| Coef of variation | 0.44406 |
| Kurtosis | 0.48112 |
| Mean | 13.898 |
| MAD | 5.0319 |
| Skewness | -0.095427 |
| Sum | 80262 |
| Variance | 38.09 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1272 | 15.2% |
|
| 20.0 | 1129 | 13.5% |
|
| 15.0 | 693 | 8.3% |
|
| 5.0 | 480 | 5.7% |
|
| 0.0 | 200 | 2.4% |
|
| 18.18 | 143 | 1.7% |
|
| 16.67 | 123 | 1.5% |
|
| 2.0 | 94 | 1.1% |
|
| 30.0 | 83 | 1.0% |
|
| 25.0 | 78 | 0.9% |
|
| Other values (57) | 1480 | 17.7% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 200 | 2.4% |
|
| 1.0 | 18 | 0.2% |
|
| 2.0 | 94 | 1.1% |
|
| 3.0 | 9 | 0.1% |
|
| 5.0 | 480 | 5.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.41 | 20 | 0.2% |
|
| 20.51 | 20 | 0.2% |
|
| 25.0 | 78 | 0.9% |
|
| 30.0 | 83 | 1.0% |
|
| 40.0 | 15 | 0.2% |
|
sinc2_3
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.923 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 2.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 6.2263 |
|---|---|
| Coef of variation | 0.57 |
| Kurtosis | 3.5638 |
| Mean | 10.923 |
| MAD | 4.927 |
| Skewness | 0.94563 |
| Sum | 32322 |
| Variance | 38.767 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 667 | 8.0% |
|
| 20.0 | 517 | 6.2% |
|
| 15.0 | 407 | 4.9% |
|
| 7.0 | 279 | 3.3% |
|
| 5.0 | 261 | 3.1% |
|
| 8.0 | 253 | 3.0% |
|
| 0.0 | 196 | 2.3% |
|
| 6.0 | 148 | 1.8% |
|
| 9.0 | 138 | 1.6% |
|
| 16.0 | 35 | 0.4% |
|
| Other values (3) | 58 | 0.7% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 196 | 2.3% |
|
| 3.0 | 20 | 0.2% |
|
| 5.0 | 261 | 3.1% |
|
| 6.0 | 148 | 1.8% |
|
| 7.0 | 279 | 3.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15.0 | 407 | 4.9% |
|
| 16.0 | 35 | 0.4% |
|
| 20.0 | 517 | 6.2% |
|
| 25.0 | 29 | 0.3% |
|
| 50.0 | 9 | 0.1% |
|
sinc3_1
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 1.3% |
| Missing (n) | 105 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.2949 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.4075 |
|---|---|
| Coef of variation | 0.16968 |
| Kurtosis | 1.8572 |
| Mean | 8.2949 |
| MAD | 1.1049 |
| Skewness | -1.0802 |
| Sum | 68624 |
| Variance | 1.9809 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 9.0 | 2393 | 28.6% |
|
| 8.0 | 2221 | 26.5% |
|
| 10.0 | 1691 | 20.2% |
|
| 7.0 | 1159 | 13.8% |
|
| 6.0 | 501 | 6.0% |
|
| 5.0 | 154 | 1.8% |
|
| 4.0 | 94 | 1.1% |
|
| 2.0 | 36 | 0.4% |
|
| 3.0 | 24 | 0.3% |
|
| (Missing) | 105 | 1.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 36 | 0.4% |
|
| 3.0 | 24 | 0.3% |
|
| 4.0 | 94 | 1.1% |
|
| 5.0 | 154 | 1.8% |
|
| 6.0 | 501 | 6.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 501 | 6.0% |
|
| 7.0 | 1159 | 13.8% |
|
| 8.0 | 2221 | 26.5% |
|
| 9.0 | 2393 | 28.6% |
|
| 10.0 | 1691 | 20.2% |
|
sinc3_2
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 10.9% |
| Missing (n) | 915 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.9315 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.5032 |
|---|---|
| Coef of variation | 0.18953 |
| Kurtosis | 1.7722 |
| Mean | 7.9315 |
| MAD | 1.1191 |
| Skewness | -1.0386 |
| Sum | 59193 |
| Variance | 2.2597 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2078 | 24.8% |
|
| 9.0 | 1874 | 22.4% |
|
| 7.0 | 1615 | 19.3% |
|
| 10.0 | 982 | 11.7% |
|
| 6.0 | 423 | 5.0% |
|
| 5.0 | 252 | 3.0% |
|
| 4.0 | 119 | 1.4% |
|
| 3.0 | 64 | 0.8% |
|
| 2.0 | 56 | 0.7% |
|
| (Missing) | 915 | 10.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 56 | 0.7% |
|
| 3.0 | 64 | 0.8% |
|
| 4.0 | 119 | 1.4% |
|
| 5.0 | 252 | 3.0% |
|
| 6.0 | 423 | 5.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 423 | 5.0% |
|
| 7.0 | 1615 | 19.3% |
|
| 8.0 | 2078 | 24.8% |
|
| 9.0 | 1874 | 22.4% |
|
| 10.0 | 982 | 11.7% |
|
sinc3_3
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.0934 |
|---|---|
| Minimum | 2 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 12 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.6103 |
|---|---|
| Coef of variation | 0.19897 |
| Kurtosis | 1.5415 |
| Mean | 8.0934 |
| MAD | 1.1637 |
| Skewness | -0.27667 |
| Sum | 32163 |
| Variance | 2.5931 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1204 | 14.4% |
|
| 9.0 | 1031 | 12.3% |
|
| 7.0 | 660 | 7.9% |
|
| 10.0 | 368 | 4.4% |
|
| 6.0 | 343 | 4.1% |
|
| 12.0 | 173 | 2.1% |
|
| 5.0 | 110 | 1.3% |
|
| 3.0 | 36 | 0.4% |
|
| 4.0 | 31 | 0.4% |
|
| 2.0 | 18 | 0.2% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 18 | 0.2% |
|
| 3.0 | 36 | 0.4% |
|
| 4.0 | 31 | 0.4% |
|
| 5.0 | 110 | 1.3% |
|
| 6.0 | 343 | 4.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 660 | 7.9% |
|
| 8.0 | 1204 | 14.4% |
|
| 9.0 | 1031 | 12.3% |
|
| 10.0 | 368 | 4.4% |
|
| 12.0 | 173 | 2.1% |
|
sinc3_s
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.3% |
| Missing (n) | 4378 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.082 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.4557 |
|---|---|
| Coef of variation | 0.18012 |
| Kurtosis | 2.2129 |
| Mean | 8.082 |
| MAD | 1.0624 |
| Skewness | -1.1438 |
| Sum | 32328 |
| Variance | 2.1192 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1254 | 15.0% |
|
| 9.0 | 1040 | 12.4% |
|
| 7.0 | 674 | 8.0% |
|
| 10.0 | 610 | 7.3% |
|
| 6.0 | 157 | 1.9% |
|
| 5.0 | 150 | 1.8% |
|
| 4.0 | 63 | 0.8% |
|
| 3.0 | 21 | 0.3% |
|
| 2.0 | 15 | 0.2% |
|
| 7.5 | 10 | 0.1% |
|
| (Missing) | 4378 | 52.3% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 6 | 0.1% |
|
| 2.0 | 15 | 0.2% |
|
| 3.0 | 21 | 0.3% |
|
| 4.0 | 63 | 0.8% |
|
| 5.0 | 150 | 1.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 674 | 8.0% |
|
| 7.5 | 10 | 0.1% |
|
| 8.0 | 1254 | 15.0% |
|
| 9.0 | 1040 | 12.4% |
|
| 10.0 | 610 | 7.3% |
|
sinc4_1
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 22.5% |
| Missing (n) | 1889 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.072 |
|---|---|
| Minimum | 0 |
| Maximum | 35 |
| Zeros (%) | 4.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 6.6592 |
|---|---|
| Coef of variation | 0.60147 |
| Kurtosis | 0.66716 |
| Mean | 11.072 |
| MAD | 5.2177 |
| Skewness | 0.81371 |
| Sum | 71843 |
| Variance | 44.345 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1696 | 20.2% |
|
| 20.0 | 868 | 10.4% |
|
| 5.0 | 844 | 10.1% |
|
| 15.0 | 730 | 8.7% |
|
| 0.0 | 363 | 4.3% |
|
| 7.0 | 358 | 4.3% |
|
| 8.0 | 347 | 4.1% |
|
| 9.0 | 249 | 3.0% |
|
| 6.0 | 215 | 2.6% |
|
| 30.0 | 169 | 2.0% |
|
| Other values (14) | 650 | 7.8% |
|
| (Missing) | 1889 | 22.5% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 363 | 4.3% |
|
| 1.0 | 18 | 0.2% |
|
| 2.0 | 24 | 0.3% |
|
| 3.0 | 103 | 1.2% |
|
| 4.0 | 86 | 1.0% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 868 | 10.4% |
|
| 22.0 | 9 | 0.1% |
|
| 25.0 | 97 | 1.2% |
|
| 30.0 | 169 | 2.0% |
|
| 35.0 | 23 | 0.3% |
|
sinc4_2
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 31.1% |
| Missing (n) | 2603 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.929 |
|---|---|
| Minimum | 0 |
| Maximum | 35 |
| Zeros (%) | 2.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 6.4016 |
|---|---|
| Coef of variation | 0.53663 |
| Kurtosis | 0.59004 |
| Mean | 11.929 |
| MAD | 5.2058 |
| Skewness | 0.70256 |
| Sum | 68891 |
| Variance | 40.98 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 1585 | 18.9% |
|
| 15.0 | 920 | 11.0% |
|
| 20.0 | 844 | 10.1% |
|
| 8.0 | 434 | 5.2% |
|
| 5.0 | 389 | 4.6% |
|
| 7.0 | 352 | 4.2% |
|
| 6.0 | 222 | 2.6% |
|
| 0.0 | 195 | 2.3% |
|
| 30.0 | 144 | 1.7% |
|
| 9.0 | 132 | 1.6% |
|
| Other values (12) | 558 | 6.7% |
|
| (Missing) | 2603 | 31.1% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 195 | 2.3% |
|
| 1.0 | 20 | 0.2% |
|
| 2.0 | 75 | 0.9% |
|
| 3.0 | 45 | 0.5% |
|
| 4.0 | 56 | 0.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 844 | 10.1% |
|
| 22.0 | 14 | 0.2% |
|
| 25.0 | 88 | 1.1% |
|
| 30.0 | 144 | 1.7% |
|
| 35.0 | 21 | 0.3% |
|
sinc4_3
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 64.7% |
| Missing (n) | 5419 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.751 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 1.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| Median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 5.7404 |
|---|---|
| Coef of variation | 0.53392 |
| Kurtosis | 1.6309 |
| Mean | 10.751 |
| MAD | 4.4693 |
| Skewness | 0.80279 |
| Sum | 31813 |
| Variance | 32.952 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 795 | 9.5% |
|
| 15.0 | 448 | 5.3% |
|
| 20.0 | 385 | 4.6% |
|
| 7.0 | 354 | 4.2% |
|
| 5.0 | 260 | 3.1% |
|
| 8.0 | 147 | 1.8% |
|
| 9.0 | 143 | 1.7% |
|
| 0.0 | 138 | 1.6% |
|
| 6.0 | 128 | 1.5% |
|
| 3.0 | 40 | 0.5% |
|
| Other values (6) | 121 | 1.4% |
|
| (Missing) | 5419 | 64.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 138 | 1.6% |
|
| 3.0 | 40 | 0.5% |
|
| 4.0 | 20 | 0.2% |
|
| 5.0 | 260 | 3.1% |
|
| 6.0 | 128 | 1.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18.0 | 21 | 0.3% |
|
| 20.0 | 385 | 4.6% |
|
| 22.0 | 18 | 0.2% |
|
| 30.0 | 18 | 0.2% |
|
| 40.0 | 9 | 0.1% |
|
sinc5_1
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 41.4% |
| Missing (n) | 3472 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.9272 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.6271 |
|---|---|
| Coef of variation | 0.20525 |
| Kurtosis | 1.0436 |
| Mean | 7.9272 |
| MAD | 1.2662 |
| Skewness | -0.82839 |
| Sum | 38891 |
| Variance | 2.6473 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1212 | 14.5% |
|
| 9.0 | 991 | 11.8% |
|
| 10.0 | 943 | 11.3% |
|
| 7.0 | 867 | 10.3% |
|
| 6.0 | 564 | 6.7% |
|
| 5.0 | 207 | 2.5% |
|
| 4.0 | 52 | 0.6% |
|
| 2.0 | 40 | 0.5% |
|
| 3.0 | 20 | 0.2% |
|
| 1.0 | 10 | 0.1% |
|
| (Missing) | 3472 | 41.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 10 | 0.1% |
|
| 2.0 | 40 | 0.5% |
|
| 3.0 | 20 | 0.2% |
|
| 4.0 | 52 | 0.6% |
|
| 5.0 | 207 | 2.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 564 | 6.7% |
|
| 7.0 | 867 | 10.3% |
|
| 8.0 | 1212 | 14.5% |
|
| 9.0 | 991 | 11.8% |
|
| 10.0 | 943 | 11.3% |
|
sinc5_2
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 47.8% |
| Missing (n) | 4001 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.3941 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| Median | 8 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.5881 |
|---|---|
| Coef of variation | 0.21479 |
| Kurtosis | 0.88524 |
| Mean | 7.3941 |
| MAD | 1.2519 |
| Skewness | -0.72602 |
| Sum | 32364 |
| Variance | 2.5222 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1346 | 16.1% |
|
| 7.0 | 912 | 10.9% |
|
| 6.0 | 730 | 8.7% |
|
| 9.0 | 627 | 7.5% |
|
| 10.0 | 352 | 4.2% |
|
| 5.0 | 199 | 2.4% |
|
| 3.0 | 90 | 1.1% |
|
| 4.0 | 81 | 1.0% |
|
| 2.0 | 40 | 0.5% |
|
| (Missing) | 4001 | 47.8% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 40 | 0.5% |
|
| 3.0 | 90 | 1.1% |
|
| 4.0 | 81 | 1.0% |
|
| 5.0 | 199 | 2.4% |
|
| 6.0 | 730 | 8.7% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 730 | 8.7% |
|
| 7.0 | 912 | 10.9% |
|
| 8.0 | 1346 | 16.1% |
|
| 9.0 | 627 | 7.5% |
|
| 10.0 | 352 | 4.2% |
|
sinc5_3
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.6151 |
|---|---|
| Minimum | 2 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 8 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.5046 |
|---|---|
| Coef of variation | 0.19758 |
| Kurtosis | 0.79465 |
| Mean | 7.6151 |
| MAD | 1.2001 |
| Skewness | -0.83692 |
| Sum | 15352 |
| Variance | 2.2637 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 561 | 6.7% |
|
| 9.0 | 504 | 6.0% |
|
| 7.0 | 440 | 5.3% |
|
| 6.0 | 173 | 2.1% |
|
| 5.0 | 150 | 1.8% |
|
| 10.0 | 124 | 1.5% |
|
| 4.0 | 43 | 0.5% |
|
| 2.0 | 15 | 0.2% |
|
| 3.0 | 6 | 0.1% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 15 | 0.2% |
|
| 3.0 | 6 | 0.1% |
|
| 4.0 | 43 | 0.5% |
|
| 5.0 | 150 | 1.8% |
|
| 6.0 | 173 | 2.1% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 173 | 2.1% |
|
| 7.0 | 440 | 5.3% |
|
| 8.0 | 561 | 6.7% |
|
| 9.0 | 504 | 6.0% |
|
| 10.0 | 124 | 1.5% |
|
sinc7_2
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 76.7% |
| Missing (n) | 6423 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.53 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros (%) | 2.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| Median | 10 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 7.9775 |
|---|---|
| Coef of variation | 0.58962 |
| Kurtosis | 0.91261 |
| Mean | 13.53 |
| MAD | 6.4821 |
| Skewness | 0.56141 |
| Sum | 26451 |
| Variance | 63.64 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 10.0 | 610 | 7.3% |
|
| 20.0 | 443 | 5.3% |
|
| 5.0 | 203 | 2.4% |
|
| 15.0 | 196 | 2.3% |
|
| 0.0 | 173 | 2.1% |
|
| 25.0 | 122 | 1.5% |
|
| 40.0 | 40 | 0.5% |
|
| 16.0 | 34 | 0.4% |
|
| 17.0 | 33 | 0.4% |
|
| 18.0 | 18 | 0.2% |
|
| Other values (6) | 83 | 1.0% |
|
| (Missing) | 6423 | 76.7% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 173 | 2.1% |
|
| 5.0 | 203 | 2.4% |
|
| 9.0 | 10 | 0.1% |
|
| 10.0 | 610 | 7.3% |
|
| 11.0 | 15 | 0.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 443 | 5.3% |
|
| 23.0 | 7 | 0.1% |
|
| 25.0 | 122 | 1.5% |
|
| 30.0 | 18 | 0.2% |
|
| 40.0 | 40 | 0.5% |
|
sinc7_3
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 75.9% |
| Missing (n) | 6362 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.654 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros (%) | 2.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| Median | 15 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 9.3363 |
|---|---|
| Coef of variation | 0.59641 |
| Kurtosis | 1.6798 |
| Mean | 15.654 |
| MAD | 7.198 |
| Skewness | 0.64846 |
| Sum | 31559 |
| Variance | 87.166 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 20.0 | 495 | 5.9% |
|
| 10.0 | 394 | 4.7% |
|
| 15.0 | 353 | 4.2% |
|
| 30.0 | 184 | 2.2% |
|
| 0.0 | 183 | 2.2% |
|
| 5.0 | 163 | 1.9% |
|
| 25.0 | 99 | 1.2% |
|
| 40.0 | 41 | 0.5% |
|
| 18.0 | 35 | 0.4% |
|
| 14.0 | 21 | 0.3% |
|
| Other values (3) | 48 | 0.6% |
|
| (Missing) | 6362 | 75.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 183 | 2.2% |
|
| 5.0 | 163 | 1.9% |
|
| 8.0 | 21 | 0.3% |
|
| 10.0 | 394 | 4.7% |
|
| 14.0 | 21 | 0.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 495 | 5.9% |
|
| 25.0 | 99 | 1.2% |
|
| 30.0 | 184 | 2.2% |
|
| 40.0 | 41 | 0.5% |
|
| 60.0 | 9 | 0.1% |
|
sinc_o
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 3.4% |
| Missing (n) | 287 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.1753 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.7406 |
|---|---|
| Coef of variation | 0.24258 |
| Kurtosis | 0.74526 |
| Mean | 7.1753 |
| MAD | 1.3492 |
| Skewness | -0.63872 |
| Sum | 58055 |
| Variance | 3.0296 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 2045 | 24.4% |
|
| 7.0 | 1892 | 22.6% |
|
| 6.0 | 1254 | 15.0% |
|
| 9.0 | 929 | 11.1% |
|
| 10.0 | 734 | 8.8% |
|
| 5.0 | 699 | 8.3% |
|
| 4.0 | 278 | 3.3% |
|
| 3.0 | 134 | 1.6% |
|
| 2.0 | 75 | 0.9% |
|
| 1.0 | 38 | 0.5% |
|
| Other values (4) | 13 | 0.2% |
|
| (Missing) | 287 | 3.4% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9 | 0.1% |
|
| 1.0 | 38 | 0.5% |
|
| 2.0 | 75 | 0.9% |
|
| 3.0 | 134 | 1.6% |
|
| 4.0 | 278 | 3.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.5 | 1 | 0.0% |
|
| 8.0 | 2045 | 24.4% |
|
| 8.5 | 2 | 0.0% |
|
| 9.0 | 929 | 11.1% |
|
| 10.0 | 734 | 8.8% |
|
sports
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.4252 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 7 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 2.619 |
|---|---|
| Coef of variation | 0.40762 |
| Kurtosis | -0.88236 |
| Mean | 6.4252 |
| MAD | 2.2289 |
| Skewness | -0.417 |
| Sum | 53323 |
| Variance | 6.8593 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 8.0 | 1294 | 15.4% |
|
| 7.0 | 1185 | 14.1% |
|
| 10.0 | 1069 | 12.8% |
|
| 9.0 | 1052 | 12.6% |
|
| 5.0 | 860 | 10.3% |
|
| 6.0 | 760 | 9.1% |
|
| 3.0 | 679 | 8.1% |
|
| 4.0 | 584 | 7.0% |
|
| 2.0 | 469 | 5.6% |
|
| 1.0 | 347 | 4.1% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 347 | 4.1% |
|
| 2.0 | 469 | 5.6% |
|
| 3.0 | 679 | 8.1% |
|
| 4.0 | 584 | 7.0% |
|
| 5.0 | 860 | 10.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 760 | 9.1% |
|
| 7.0 | 1185 | 14.1% |
|
| 8.0 | 1294 | 15.4% |
|
| 9.0 | 1052 | 12.6% |
|
| 10.0 | 1069 | 12.8% |
|
theater
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.7761 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.2352 |
|---|---|
| Coef of variation | 0.32986 |
| Kurtosis | -0.28737 |
| Mean | 6.7761 |
| MAD | 1.8126 |
| Skewness | -0.54836 |
| Sum | 56235 |
| Variance | 4.9959 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 1618 | 19.3% |
|
| 8.0 | 1338 | 16.0% |
|
| 9.0 | 1197 | 14.3% |
|
| 5.0 | 969 | 11.6% |
|
| 6.0 | 950 | 11.3% |
|
| 10.0 | 887 | 10.6% |
|
| 4.0 | 534 | 6.4% |
|
| 3.0 | 452 | 5.4% |
|
| 2.0 | 189 | 2.3% |
|
| 1.0 | 147 | 1.8% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 18 | 0.2% |
|
| 1.0 | 147 | 1.8% |
|
| 2.0 | 189 | 2.3% |
|
| 3.0 | 452 | 5.4% |
|
| 4.0 | 534 | 6.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 950 | 11.3% |
|
| 7.0 | 1618 | 19.3% |
|
| 8.0 | 1338 | 16.0% |
|
| 9.0 | 1197 | 14.3% |
|
| 10.0 | 887 | 10.6% |
|
them_cal
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.98163 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 23.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.3821 |
|---|---|
| Coef of variation | 1.408 |
| Kurtosis | 6.1812 |
| Mean | 0.98163 |
| MAD | 0.9757 |
| Skewness | 2.0959 |
| Sum | 3901 |
| Variance | 1.9103 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1975 | 23.6% |
|
| 1.0 | 1059 | 12.6% |
|
| 2.0 | 458 | 5.5% |
|
| 4.0 | 208 | 2.5% |
|
| 3.0 | 189 | 2.3% |
|
| 5.0 | 46 | 0.5% |
|
| 9.0 | 21 | 0.3% |
|
| 6.0 | 18 | 0.2% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1975 | 23.6% |
|
| 1.0 | 1059 | 12.6% |
|
| 2.0 | 458 | 5.5% |
|
| 3.0 | 189 | 2.3% |
|
| 4.0 | 208 | 2.5% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 189 | 2.3% |
|
| 4.0 | 208 | 2.5% |
|
| 5.0 | 46 | 0.5% |
|
| 6.0 | 18 | 0.2% |
|
| 9.0 | 21 | 0.3% |
|
tuition
Categorical
| Distinct count | 116 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 57.2% |
| Missing (n) | 4795 |
| 26,908.00 |
|
|---|---|
| 26,019.00 |
|
| 15,162.00 |
|
| Other values (112) |
3030
|
| (Missing) |
4795
|
| Value | Count | Frequency (%) | |
| 26,908.00 | 241 | 2.9% |
|
| 26,019.00 | 174 | 2.1% |
|
| 15,162.00 | 138 | 1.6% |
|
| 25,380.00 | 112 | 1.3% |
|
| 26,062.00 | 108 | 1.3% |
|
| 27,395.00 | 96 | 1.1% |
|
| 26,100.00 | 95 | 1.1% |
|
| 26,892.00 | 92 | 1.1% |
|
| 15,309.00 | 84 | 1.0% |
|
| 21,645.00 | 83 | 1.0% |
|
| Other values (105) | 2360 | 28.2% |
|
| (Missing) | 4795 | 57.2% |
|
tv
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.3041 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.5291 |
|---|---|
| Coef of variation | 0.47682 |
| Kurtosis | -0.89295 |
| Mean | 5.3041 |
| MAD | 2.1144 |
| Skewness | -0.12114 |
| Sum | 44019 |
| Variance | 6.3965 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 6.0 | 1381 | 16.5% |
|
| 5.0 | 1073 | 12.8% |
|
| 7.0 | 1023 | 12.2% |
|
| 8.0 | 993 | 11.9% |
|
| 1.0 | 858 | 10.2% |
|
| 4.0 | 846 | 10.1% |
|
| 3.0 | 651 | 7.8% |
|
| 2.0 | 651 | 7.8% |
|
| 9.0 | 464 | 5.5% |
|
| 10.0 | 359 | 4.3% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 858 | 10.2% |
|
| 2.0 | 651 | 7.8% |
|
| 3.0 | 651 | 7.8% |
|
| 4.0 | 846 | 10.1% |
|
| 5.0 | 1073 | 12.8% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 1381 | 16.5% |
|
| 7.0 | 1023 | 12.2% |
|
| 8.0 | 993 | 11.9% |
|
| 9.0 | 464 | 5.5% |
|
| 10.0 | 359 | 4.3% |
|
tvsports
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.5755 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 2.8019 |
|---|---|
| Coef of variation | 0.61237 |
| Kurtosis | -1.1556 |
| Mean | 4.5755 |
| MAD | 2.4516 |
| Skewness | 0.28835 |
| Sum | 37972 |
| Variance | 7.8505 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1522 | 18.2% |
|
| 2.0 | 1124 | 13.4% |
|
| 7.0 | 926 | 11.1% |
|
| 3.0 | 898 | 10.7% |
|
| 5.0 | 864 | 10.3% |
|
| 8.0 | 743 | 8.9% |
|
| 4.0 | 732 | 8.7% |
|
| 6.0 | 650 | 7.8% |
|
| 9.0 | 466 | 5.6% |
|
| 10.0 | 374 | 4.5% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1522 | 18.2% |
|
| 2.0 | 1124 | 13.4% |
|
| 3.0 | 898 | 10.7% |
|
| 4.0 | 732 | 8.7% |
|
| 5.0 | 864 | 10.3% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 650 | 7.8% |
|
| 7.0 | 926 | 11.1% |
|
| 8.0 | 743 | 8.9% |
|
| 9.0 | 466 | 5.6% |
|
| 10.0 | 374 | 4.5% |
|
undergra
Categorical
| Distinct count | 242 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 41.3% |
| Missing (n) | 3464 |
| UC Berkeley |
|
|---|---|
| Harvard |
|
| Columbia |
|
| Other values (238) |
4608
|
| (Missing) |
3464
|
| Value | Count | Frequency (%) | |
| UC Berkeley | 107 | 1.3% |
|
| Harvard | 104 | 1.2% |
|
| Columbia | 95 | 1.1% |
|
| Yale | 86 | 1.0% |
|
| NYU | 78 | 0.9% |
|
| Brown | 66 | 0.8% |
|
| UCLA | 66 | 0.8% |
|
| Cornell University | 64 | 0.8% |
|
| Smith College | 59 | 0.7% |
|
| Tufts University | 47 | 0.6% |
|
| Other values (231) | 4142 | 49.4% |
|
| (Missing) | 3464 | 41.3% |
|
wave
Highly correlated
This variable is highly correlated with iid and should be ignored for analysis
| Correlation | 0.99671 |
|---|
yoga
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.9% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.3392 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 2.7176 |
|---|---|
| Coef of variation | 0.62629 |
| Kurtosis | -0.99117 |
| Mean | 4.3392 |
| MAD | 2.362 |
| Skewness | 0.39816 |
| Sum | 36011 |
| Variance | 7.3854 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1549 | 18.5% |
|
| 2.0 | 1212 | 14.5% |
|
| 3.0 | 1044 | 12.5% |
|
| 7.0 | 848 | 10.1% |
|
| 6.0 | 844 | 10.1% |
|
| 5.0 | 819 | 9.8% |
|
| 4.0 | 705 | 8.4% |
|
| 8.0 | 505 | 6.0% |
|
| 9.0 | 419 | 5.0% |
|
| 10.0 | 318 | 3.8% |
|
| (Missing) | 79 | 0.9% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 36 | 0.4% |
|
| 1.0 | 1549 | 18.5% |
|
| 2.0 | 1212 | 14.5% |
|
| 3.0 | 1044 | 12.5% |
|
| 4.0 | 705 | 8.4% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 844 | 10.1% |
|
| 7.0 | 848 | 10.1% |
|
| 8.0 | 505 | 6.0% |
|
| 9.0 | 419 | 5.0% |
|
| 10.0 | 318 | 3.8% |
|
you_call
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 52.6% |
| Missing (n) | 4404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.78083 |
|---|---|
| Minimum | 0 |
| Maximum | 21 |
| Zeros (%) | 29.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.6117 |
|---|---|
| Coef of variation | 2.0641 |
| Kurtosis | 63.234 |
| Mean | 0.78083 |
| MAD | 0.95491 |
| Skewness | 6.0929 |
| Sum | 3103 |
| Variance | 2.5976 |
| Memory size | 65.5 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 2430 | 29.0% |
|
| 1.0 | 841 | 10.0% |
|
| 2.0 | 402 | 4.8% |
|
| 4.0 | 104 | 1.2% |
|
| 3.0 | 95 | 1.1% |
|
| 5.0 | 41 | 0.5% |
|
| 6.0 | 33 | 0.4% |
|
| 8.0 | 18 | 0.2% |
|
| 21.0 | 10 | 0.1% |
|
| (Missing) | 4404 | 52.6% |
|
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2430 | 29.0% |
|
| 1.0 | 841 | 10.0% |
|
| 2.0 | 402 | 4.8% |
|
| 3.0 | 95 | 1.1% |
|
| 4.0 | 104 | 1.2% |
|
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.0 | 104 | 1.2% |
|
| 5.0 | 41 | 0.5% |
|
| 6.0 | 33 | 0.4% |
|
| 8.0 | 18 | 0.2% |
|
| 21.0 | 10 | 0.1% |
|
zipcode
Categorical
| Distinct count | 410 |
|---|---|
| Unique (%) | 4.9% |
| Missing (%) | 12.7% |
| Missing (n) | 1064 |
| 0 |
|
|---|---|
| 10,021 |
|
| 10,027 |
|
| Other values (406) |
6692
|
| (Missing) |
|
| Value | Count | Frequency (%) | |
| 0 | 355 | 4.2% |
|
| 10,021 | 139 | 1.7% |
|
| 10,027 | 128 | 1.5% |
|
| 10,025 | 121 | 1.4% |
|
| 19,087 | 48 | 0.6% |
|
| 92,064 | 41 | 0.5% |
|
| 7,410 | 41 | 0.5% |
|
| 11,235 | 39 | 0.5% |
|
| 10,012 | 39 | 0.5% |
|
| 91,011 | 37 | 0.4% |
|
| Other values (399) | 6326 | 75.5% |
|
| (Missing) | 1064 | 12.7% |
|
| id | gender | idg | condtn | wave | round | position | positin1 | order | partner | pid | match | int_corr | samerace | age_o | race_o | pf_o_att | pf_o_sin | pf_o_int | pf_o_fun | pf_o_amb | pf_o_sha | dec_o | attr_o | sinc_o | intel_o | fun_o | amb_o | shar_o | like_o | prob_o | met_o | age | field | field_cd | undergra | mn_sat | tuition | race | imprace | imprelig | from | zipcode | income | goal | date | go_out | career | career_c | sports | tvsports | exercise | dining | museums | art | hiking | gaming | clubbing | reading | tv | theater | movies | concerts | music | shopping | yoga | exphappy | expnum | attr1_1 | sinc1_1 | intel1_1 | fun1_1 | amb1_1 | shar1_1 | attr4_1 | sinc4_1 | intel4_1 | fun4_1 | amb4_1 | shar4_1 | attr2_1 | sinc2_1 | intel2_1 | fun2_1 | amb2_1 | shar2_1 | attr3_1 | sinc3_1 | fun3_1 | intel3_1 | amb3_1 | attr5_1 | sinc5_1 | intel5_1 | fun5_1 | amb5_1 | dec | attr | sinc | intel | fun | amb | shar | like | prob | met | match_es | attr1_s | sinc1_s | intel1_s | fun1_s | amb1_s | shar1_s | attr3_s | sinc3_s | intel3_s | fun3_s | amb3_s | satis_2 | length | numdat_2 | attr7_2 | sinc7_2 | intel7_2 | fun7_2 | amb7_2 | shar7_2 | attr1_2 | sinc1_2 | intel1_2 | fun1_2 | amb1_2 | shar1_2 | attr4_2 | sinc4_2 | intel4_2 | fun4_2 | amb4_2 | shar4_2 | attr2_2 | sinc2_2 | intel2_2 | fun2_2 | amb2_2 | shar2_2 | attr3_2 | sinc3_2 | intel3_2 | fun3_2 | amb3_2 | attr5_2 | sinc5_2 | intel5_2 | fun5_2 | amb5_2 | you_call | them_cal | date_3 | numdat_3 | num_in_3 | attr1_3 | sinc1_3 | intel1_3 | fun1_3 | amb1_3 | shar1_3 | attr7_3 | sinc7_3 | intel7_3 | fun7_3 | amb7_3 | shar7_3 | attr4_3 | sinc4_3 | intel4_3 | fun4_3 | amb4_3 | shar4_3 | attr2_3 | sinc2_3 | intel2_3 | fun2_3 | amb2_3 | shar2_3 | attr3_3 | sinc3_3 | intel3_3 | fun3_3 | amb3_3 | attr5_3 | sinc5_3 | intel5_3 | fun5_3 | amb5_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| iid | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 4 | 1 | 11.0 | 0 | 0.14 | 0 | 27.0 | 2.0 | 35.0 | 20.0 | 20.0 | 20.0 | 0.0 | 5.0 | 0 | 6.0 | 8.0 | 8.0 | 8.0 | 8.0 | 6.0 | 7.0 | 4.0 | 2.0 | 21.0 | Law | 1.0 | NaN | NaN | NaN | 4.0 | 2.0 | 4.0 | Chicago | 60,521 | 69,487.00 | 2.0 | 7.0 | 1.0 | lawyer | NaN | 9.0 | 2.0 | 8.0 | 9.0 | 1.0 | 1.0 | 5.0 | 1.0 | 5.0 | 6.0 | 9.0 | 1.0 | 10.0 | 10.0 | 9.0 | 8.0 | 1.0 | 3.0 | 2.0 | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | 35.0 | 20.0 | 15.0 | 20.0 | 5.0 | 5.0 | 6.0 | 8.0 | 8.0 | 8.0 | 7.0 | NaN | NaN | NaN | NaN | NaN | 1 | 6.0 | 9.0 | 7.0 | 7.0 | 6.0 | 5.0 | 7.0 | 6.0 | 2.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 2.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 19.44 | 16.67 | 13.89 | 22.22 | 11.11 | 16.67 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 7.0 | 8.0 | 7.0 | 6.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | NaN | NaN | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 3 | 2 | 12.0 | 0 | 0.54 | 0 | 22.0 | 2.0 | 60.0 | 0.0 | 0.0 | 40.0 | 0.0 | 0.0 | 0 | 7.0 | 8.0 | 10.0 | 7.0 | 7.0 | 5.0 | 8.0 | 4.0 | 2.0 | 21.0 | Law | 1.0 | NaN | NaN | NaN | 4.0 | 2.0 | 4.0 | Chicago | 60,521 | 69,487.00 | 2.0 | 7.0 | 1.0 | lawyer | NaN | 9.0 | 2.0 | 8.0 | 9.0 | 1.0 | 1.0 | 5.0 | 1.0 | 5.0 | 6.0 | 9.0 | 1.0 | 10.0 | 10.0 | 9.0 | 8.0 | 1.0 | 3.0 | 2.0 | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | 35.0 | 20.0 | 15.0 | 20.0 | 5.0 | 5.0 | 6.0 | 8.0 | 8.0 | 8.0 | 7.0 | NaN | NaN | NaN | NaN | NaN | 1 | 7.0 | 8.0 | 7.0 | 8.0 | 5.0 | 6.0 | 7.0 | 5.0 | 1.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 2.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 19.44 | 16.67 | 13.89 | 22.22 | 11.11 | 16.67 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 7.0 | 8.0 | 7.0 | 6.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | NaN | NaN | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 10 | 3 | 13.0 | 1 | 0.16 | 1 | 22.0 | 4.0 | 19.0 | 18.0 | 19.0 | 18.0 | 14.0 | 12.0 | 1 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 1.0 | 21.0 | Law | 1.0 | NaN | NaN | NaN | 4.0 | 2.0 | 4.0 | Chicago | 60,521 | 69,487.00 | 2.0 | 7.0 | 1.0 | lawyer | NaN | 9.0 | 2.0 | 8.0 | 9.0 | 1.0 | 1.0 | 5.0 | 1.0 | 5.0 | 6.0 | 9.0 | 1.0 | 10.0 | 10.0 | 9.0 | 8.0 | 1.0 | 3.0 | 2.0 | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | 35.0 | 20.0 | 15.0 | 20.0 | 5.0 | 5.0 | 6.0 | 8.0 | 8.0 | 8.0 | 7.0 | NaN | NaN | NaN | NaN | NaN | 1 | 5.0 | 8.0 | 9.0 | 8.0 | 5.0 | 7.0 | 7.0 | NaN | 1.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 2.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 19.44 | 16.67 | 13.89 | 22.22 | 11.11 | 16.67 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 7.0 | 8.0 | 7.0 | 6.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | NaN | NaN | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 5 | 4 | 14.0 | 1 | 0.61 | 0 | 23.0 | 2.0 | 30.0 | 5.0 | 15.0 | 40.0 | 5.0 | 5.0 | 1 | 7.0 | 8.0 | 9.0 | 8.0 | 9.0 | 8.0 | 7.0 | 7.0 | 2.0 | 21.0 | Law | 1.0 | NaN | NaN | NaN | 4.0 | 2.0 | 4.0 | Chicago | 60,521 | 69,487.00 | 2.0 | 7.0 | 1.0 | lawyer | NaN | 9.0 | 2.0 | 8.0 | 9.0 | 1.0 | 1.0 | 5.0 | 1.0 | 5.0 | 6.0 | 9.0 | 1.0 | 10.0 | 10.0 | 9.0 | 8.0 | 1.0 | 3.0 | 2.0 | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | 35.0 | 20.0 | 15.0 | 20.0 | 5.0 | 5.0 | 6.0 | 8.0 | 8.0 | 8.0 | 7.0 | NaN | NaN | NaN | NaN | NaN | 1 | 7.0 | 6.0 | 8.0 | 7.0 | 6.0 | 8.0 | 7.0 | 6.0 | 2.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 2.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 19.44 | 16.67 | 13.89 | 22.22 | 11.11 | 16.67 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 7.0 | 8.0 | 7.0 | 6.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | NaN | NaN | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 1.0 | 0 | 1 | 1 | 1 | 10 | 7 | NaN | 7 | 5 | 15.0 | 1 | 0.21 | 0 | 24.0 | 3.0 | 30.0 | 10.0 | 20.0 | 10.0 | 10.0 | 20.0 | 1 | 8.0 | 7.0 | 9.0 | 6.0 | 9.0 | 7.0 | 8.0 | 6.0 | 2.0 | 21.0 | Law | 1.0 | NaN | NaN | NaN | 4.0 | 2.0 | 4.0 | Chicago | 60,521 | 69,487.00 | 2.0 | 7.0 | 1.0 | lawyer | NaN | 9.0 | 2.0 | 8.0 | 9.0 | 1.0 | 1.0 | 5.0 | 1.0 | 5.0 | 6.0 | 9.0 | 1.0 | 10.0 | 10.0 | 9.0 | 8.0 | 1.0 | 3.0 | 2.0 | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | 35.0 | 20.0 | 15.0 | 20.0 | 5.0 | 5.0 | 6.0 | 8.0 | 8.0 | 8.0 | 7.0 | NaN | NaN | NaN | NaN | NaN | 1 | 5.0 | 6.0 | 7.0 | 7.0 | 6.0 | 6.0 | 6.0 | 6.0 | 2.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 2.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | 19.44 | 16.67 | 13.89 | 22.22 | 11.11 | 16.67 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 7.0 | 8.0 | 7.0 | 6.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 0.0 | NaN | NaN | 15.0 | 20.0 | 20.0 | 15.0 | 15.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | NaN | NaN | NaN | NaN | NaN |
iid - unique subject number, group(wave id gender)id - subject number within wavegender - Female=0 Male=1round - number of people that met in wave
order - the number of date that night when met partner
partner - partner’s id number the night of eventmatch - 1=yes, 0=noage_o - age of partnerdec_o - decision of partner the night of eventattr_o - rating by partner the night of the event, for all 6 attributes
age - age
field - field of study1= Law
2= Math
3= Social Science, Psychologist
4= Medical Science, Pharmaceuticals, and Bio Tech
5= Engineering
6= English/Creative Writing/ Journalism
7= History/Religion/Philosophy
8= Business/Econ/Finance
9= Education, Academia
10= Biological Sciences/Chemistry/Physics
11= Social Work
12= Undergrad/undecided
13=Political Science/International Affairs
14=Film
15=Fine Arts/Arts Administration
16=Languages
17=Architecture
18=Other
goal - What is your primary goal in participating in this event? Seemed like a fun night out=1
To meet new people=2
To get a date=3
Looking for a serious relationship=4
To say I did it=5
Other=6
date - In general, how frequently do you go on dates? Several times a week=1
Twice a week=2
Once a week=3
Twice a month=4
Once a month=5
Several times a year=6
Almost never=7
go_out - How often do you go out (not necessarily on dates)?Several times a week=1
Twice a week=2
Once a week=3
Twice a month=4
Once a month=5
Several times a year=6
Almost never=7
career -What is your intended career?
career_c: career coded
1= Lawyer
2= Academic/Research
3= Psychologist
4= Doctor/Medicine
5=Engineer
6= Creative Arts/Entertainment
7= Banking/Consulting/Finance/Marketing/Business/CEO/Entrepreneur/Admin
8= Real Estate
9= International/Humanitarian Affairs
10= Undecided
11=Social Work
12=Speech Pathology
13=Politics
14=Pro sports/Athletics
15=Other
16=Journalism
17=Architecture
# Вывод данных которые наиболее интересные.
dating_data = dating_data[['id', 'gender','age','career', 'round',
'order', 'partner', 'match', 'age_o', 'dec_o', 'field','goal', 'date', 'go_out'
]]
dating_data.head()
| id | gender | age | career | round | order | partner | match | age_o | dec_o | field | goal | date | go_out | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| iid | ||||||||||||||
| 1 | 1.0 | 0 | 21.0 | lawyer | 10 | 4 | 1 | 0 | 27.0 | 0 | Law | 2.0 | 7.0 | 1.0 |
| 1 | 1.0 | 0 | 21.0 | lawyer | 10 | 3 | 2 | 0 | 22.0 | 0 | Law | 2.0 | 7.0 | 1.0 |
| 1 | 1.0 | 0 | 21.0 | lawyer | 10 | 10 | 3 | 1 | 22.0 | 1 | Law | 2.0 | 7.0 | 1.0 |
| 1 | 1.0 | 0 | 21.0 | lawyer | 10 | 5 | 4 | 1 | 23.0 | 1 | Law | 2.0 | 7.0 | 1.0 |
| 1 | 1.0 | 0 | 21.0 | lawyer | 10 | 7 | 5 | 1 | 24.0 | 1 | Law | 2.0 | 7.0 | 1.0 |
def _feature_engineering_job_by_career_and_field_columns(row):
"""
Результате работы ``pandas_profiling.ProfileReport`` показал основные характеристики столбцов;
``career`` -What is your intended career?
``field`` - field of study
1. Lawyer 154 0.0% | Law 121 0.0% | Law 462 0.0% | law 123 0.0%
2. professor 199 0.0% | Professor | Academic | Scientist 91 0.0%
3. Finance 202 0.0% | Business 521 0.0% | business 110 0.0% | MBA 468 0.0% | Finance 113 0.0%
4. Consulting 147 0.0% | Social Worker 136 0.0%
5. Other values (357) 6887 0.0%
1. Social Work 378 0.0%
2. International Affairs 252 0.0%
3. Electrical Engineering 164 0.0% | Engineering
4. Psychology 139 0.0%
"""
career = str(row['career']).lower()
field = str(row['field']).lower()
job = career
for i in range(2):
if job in ['lawyer', 'law']:
return 'lawyer'
if 'lawyer' in job:
return 'lawyer'
if job in ['professor', 'academic', 'scientist', 'economic']:
return 'scientist'
if 'academic' in job:
return 'scientist'
if 'scientist' in job:
return 'scientist'
if job in ['finance', 'business', 'mba', 'economist']:
return 'finance'
if 'business' in job:
return 'business'
if 'bank' in 'job':
return 'business'
if job in ['social', 'consulting']:
return 'social'
if 'social' in job:
return 'social'
if 'engineer' in job:
return 'engineer'
if 'psychology' in job:
return 'psychology'
if 'teach' in job:
return 'teacher'
job = field
# Default action return small len career or field
if len(career) < len(field):
return career
return field
def feature_engineering_clean_data_convert_values(dating_data):
# gender - Female=0 Male=1
dating_data['gender'] = dating_data['gender'].apply(lambda x: 'F' if x == 0 else 'M')
# feature engineering job by career and field columns
dating_data['job'] = dating_data.apply(_feature_engineering_job_by_career_and_field_columns, axis=1)
# drop unused column
dating_data = dating_data.drop(columns=['career', 'field'])
return dating_data
dating_data = feature_engineering_clean_data_convert_values(dating_data)
dating_data.head()
| id | gender | age | round | order | partner | match | age_o | dec_o | goal | date | go_out | job | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| iid | |||||||||||||
| 1 | 1.0 | F | 21.0 | 10 | 4 | 1 | 0 | 27.0 | 0 | 2.0 | 7.0 | 1.0 | lawyer |
| 1 | 1.0 | F | 21.0 | 10 | 3 | 2 | 0 | 22.0 | 0 | 2.0 | 7.0 | 1.0 | lawyer |
| 1 | 1.0 | F | 21.0 | 10 | 10 | 3 | 1 | 22.0 | 1 | 2.0 | 7.0 | 1.0 | lawyer |
| 1 | 1.0 | F | 21.0 | 10 | 5 | 4 | 1 | 23.0 | 1 | 2.0 | 7.0 | 1.0 | lawyer |
| 1 | 1.0 | F | 21.0 | 10 | 7 | 5 | 1 | 24.0 | 1 | 2.0 | 7.0 | 1.0 | lawyer |
total = dating_data.groupby(['gender']).count().sort_values('id', ascending=False)['id']
total.plot.bar()
plt.show()
total = dating_data.groupby(['job']).count().sort_values('id', ascending=False)['id'][:20]
total.plot.bar()
plt.show()
total = dating_data.groupby(['age']).count().sort_values('age', ascending=True)['id'][:40]
total.plot.bar()
plt.show()
gender_match_dec_o = dating_data[['gender', 'match', 'dec_o']]
female_not_match = gender_match_dec_o[np.logical_and(gender_match_dec_o.gender == 'F', gender_match_dec_o.match == 0)]
male_not_match = gender_match_dec_o[np.logical_and(gender_match_dec_o.gender == 'M', gender_match_dec_o.match == 0)]
female_not_match_have_been_matched = female_not_match[female_not_match.dec_o == 1]
male_not_match_have_been_matched = male_not_match[male_not_match.dec_o == 1]
print("Итого: без взаимности было выбрано женщин:")
print(female_not_match_have_been_matched.shape[0])
print("Итого: без взаимности было выбрано мужчин:")
print(male_not_match_have_been_matched.shape[0])
Итого: без взаимности было выбрано женщин: 1296 Итого: без взаимности было выбрано мужчин: 839
age_gender_match = dating_data[['age', 'match', 'gender']]
age_gender_matched = age_gender_match[age_gender_match.match == 1]
age_gender_matched_sorted = age_gender_matched.groupby(['age', 'gender']).count().sort_values('age', ascending=True)
age_gender_matched_sorted = age_gender_matched_sorted.reset_index()
plt.plot(
age_gender_matched_sorted[age_gender_matched_sorted.gender == 'F']['age'],
age_gender_matched_sorted[age_gender_matched_sorted.gender == 'F'].match, label='Female'
)
plt.plot(
age_gender_matched_sorted[age_gender_matched_sorted.gender == 'M']['age'],
age_gender_matched_sorted[age_gender_matched_sorted.gender == 'M'].match, label='Male'
)
plt.title('Количество взаимных симпатий было в зависимости от возраста.')
plt.xlabel('Возраст')
plt.ylabel('Количество взаимных симпатий')
plt.legend()
plt.show()
goal - What is your primary goal in participating in this event? Seemed like a fun night out=1
To meet new people=2
To get a date=3
Looking for a serious relationship=4
To say I did it=5
Other=6
goal_id_gender = dating_data[['goal', 'id', 'gender']]
dating_goal_female = goal_id_gender[goal_id_gender['gender'] == 'F']
dating_goal_male = goal_id_gender[goal_id_gender['gender'] == 'M']
dating_goal_count_female = dating_goal_female.groupby(['goal']).count()[['id']].reset_index()
dating_goal_count_male = dating_goal_male.groupby(['goal']).count()[['id']].reset_index()
plt.plot(
dating_goal_count_female['goal'],
dating_goal_count_female.id, label='Female'
)
plt.plot(
dating_goal_count_male['goal'],
dating_goal_count_male.id, label='Male'
)
plt.title('Количество: основная цель участия в этом мероприятии (F & M).')
plt.xlabel('Цель участия в этом мероприятии')
plt.ylabel('Количество человек выбрали данную цель.')
plt.text(3, 1200, ' - Seemed like a fun night out=1 \n - To meet new people=2 \n - To get a date=3\n - Looking for a serious relationship=4\n - To say I did it=5\n - Other=6')
plt.legend()
plt.show()